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Justo Gonzalo

Justo Gonzalo Rodríguez-Leal (Barcelona, Spain, March 2, 1910 – Madrid, Spain, September 28, 1986), Spanish neuroscientist, after obtaining his bachelor's degree in medicine, he specialized in Austria and Germany (1933–35) with a grant from the Junta para Ampliación de Estudios e Investigaciones Científicas (Council for the Extension of Studies and Scientific Research), and subsequently carried out extensive research on human brain functions based largely on brain injuries from the Spanish Civil War (1936–39). He characterized what he called the central syndrome of the cortex (multisensory and bilateral disorder caused by a unilateral lesion in a parieto-occipital association area), which he interpreted based on physiological laws of nervous excitability and a model of brain dynamics where the cortex is conceived as a dynamic functional unit with specificity in gradation, providing a solution to the question of brain localization. He described and interpreted phenomena such as inverted perception and multisensory and motor facilitation, among others. By applying concepts of dynamic similarity, he formulated and proved potential allometric laws in the loss of functions and in the sensory organization. He belonged to the Spanish National Research Council (CSIC) from 1942 until his retirement, and he was lecturer of 21 PhD courses (1945-1966) on brain physiopathology at the Faculty of Medicine in the University of Madrid. He received awards from the CSIC (1941), the Royal Academy of Medicine (1950) and the Spanish Society of Psychology (1958).

Justo Gonzalo Rodríguez-Leal (1910-1986)

His scientific contribution

His book Investigaciones sobre la nueva Dinámica Cerebral. La actividad cerebral en función de las condiciones dinámicas de la excitabilidad nerviosa [1] contains part of his fundamental contributions and is the first time that the term Brain Dynamics is used in the scientific literature to describe the organization of sensory functions. It consists of two volumes, the first one published in 1945 focused on visual functions and the second one published in 1950 dedicated to tactile functions and where concepts exposed in the first one are expanded. In this book the author exposes what he called central syndrome of the cortex, as a multisensory affection with bilateral symmetry, originated by a unilateral parieto-occipital cortical lesion in an associative area equidistant from the visual, tactile, and auditory projection areas.

The syndrome presents dynamic effects such as the multisensoriality and symmetrical bilaterality of the disorder, which also involves all functions from simple excitability to more complex functions. Another dynamic effect is the progressive loss of functions and a decomposition of some of them into partial reactions as the intensity of the stimulus decreases. This gives rise, for example, to tilted or even inverted vision, in which the image is perceived as increasingly tilted at the same time as it loses shape, color and size until it is almost inverted in the most acute case. This was the first exhaustive study of inverted or tilted vision (Gonzalo, 1945).[1] The author also observed inverted perception in touch (1950)[1] and hearing (1952),[1] for none of which there were precedents, and generalized the inversion process in the central syndrome to sensory systems of a spatial nature. [2] Gnosic or cognitive and complex functions are the first to be lost since they require greater brain excitation and, thus, greater brain integration. Thus, a continuity was established between elementary and higher sensory functions, based on the same physiological laws.

A dynamic phenomenon related to the previous one is the disappearance in part of some disorders by intensification of the stimulus or by temporal summation (iteration of the stimulus), or by the emerging capacity for facilitation, according to which the functions are recovered by the presence of another type of stimulus of the same or different modality (multisensory facilitation), or by motor activity such as muscular effort, of all of which there was no precedent of detailed studies. For example, tactile and auditory stimuli, and in particular muscular effort, improve perception, partly compensating for the deficit of nervous excitation due to the loss of nonspecific (or multispecific) neuronal mass caused by the lesion. For example, the visual field, which shows concentric reduction, increased up to 5 times in the most acute case, and the image recovered the correct orientation by means of an strong muscular contraction. This capacity is greater the larger the brain lesion and the lower the intensity of the original stimulus.[1]

The author observed and studied other remarkable phenomena such as color delocalization, reversal in motion perception, the disorder by which the patient was able to read a text equally well upright or rotated 180 degrees without noticing any difference, and the disorder of allocentric orientation, among others.[1]

His research filled the gap then existing between brain pathology and the physiology of the nervous system, since the phenomena observed were governed by the laws of nervous excitability, which was a radical change with respect to the concepts in use at that time.

Gonzalo found not only the cases described in his book[1] but about 35 cases of central syndrome of varying intensity (Gonzalo, 1952).[1] The author also analyzes in depth the famous Schneider case of Goldstein and Gelb (2018), [3] which he interprets according to the aforementioned syndrome.

He proposed a spiral development of the sensory field in the integrative brain process (Gonzalo, 1951, 1952) and introduced the idea of functional brain gradients across the cortex (Gonzalo, 1952).[1] These gradients are functions in gradation that represent the density of specific sensory function at each point in the cortex, related to the density of specific neurons and their connections, taking a maximum value in the corresponding projection area and gradually decreasing throughout the cortex, with the end of the decline reaching other projection areas. The multiple types of cortical syndromes from first hand and other authors was interpreted according to the model of gradients, depending on the position and magnitude of the lesion, finding a continuous transition between the syndromes of the projection area and the central one.

Gonzalo later developed the concepts of dynamic similarity and allometry applied to the central syndrome, this being understood as the result of a change of scale in the nervous excitability of the cerebral system with respect to the normal case. According to the principle of dynamic similarity, the change of scale in a system results in its different parts changing differently (allometrically). He then found allometric relationships, scaling power laws, between the different sensory functions. The gradual loss of these functions in the central syndrome was thus interpreted and formalized. These concepts, including that of gradients, were also applied to the language system. All this last research remained unpublished and is partially collected in Supplement II in the reprint of Gonzalo's work (Gonzalo, 2010)[1] and in later works, [4] (see below the works of Gonzalo-Fonrodona and Porras in the section 'Works on Justo Gonzalo's research work').

Early years

Justo Gonzalo was born and lived in Barcelona, Spain; then spent several years in Valencia, Spain; returned to Barcelona, and finally moved to Madrid, Spain, to study medicine, obtaining his bachelor's degree there in 1933. During 1933-34, he carried out studies at the Nervenklinik (mental hospital) of Vienna University, on clinical neurology and animal testing with Hans Hoff, and also on brain cytoarchitecture with Otto Pötzl, at Constantin von Economo's laboratory. During 1934–35 he carried out research on brain pathology with Karl Kleist at the mental hospital of the Goethe University Frankfurt, granted a scholarship by the Junta para Ampliación de Estudios (Council for the Extension of Studies and Scientific Research). After returning to Madrid, he combined clinical neurology at the then called Hospital General de Madrid with brain anatomoclinical research at the Cajal Institute.

It was during this time that he wrote his first works (see section: Justo Gonzalo's published works).

Spanish Civil War and post-war period

After the outbreak of the Spanish Civil War (1936–39), he resumed the neurological activities at the Hospital General de Madrid and the brain anatomoclinical studies at the Cajal Institute until he practiced war medicine in the Republican front (1937). He was called in 1938 by Gonzalo Rodríguez Lafora, head of the Center for Brain Injuries at Neurological Military Hospital of Godella (Hospital Militar Neurológico de Godella) in Valencia, to work there as a neurologist, [5][6] where he stayed until the end of the war. During this period, he conducted detailed observations on numerous brain-injured subjects and performed, despite the extreme conditions, a fundamental part of his research. Some selected cases were carefully study in the course of several years.

In the summer of 1938, he discovered, among other singular disorders, near-inverted vision in the war wounded man he termed case M, and in 1939 characterized what he called central syndrome of the cortex, which exhibited peculiar dynamic phenomena. The observations could not be understood until he uncovered the permeability developed by this type of patient to temporal summation and multisensory and motor facilitation.

The first results were presented in 1941 to the Spanish National Research Council in a 94-page report in Spanish entitled Investigaciones sobre Dinámica Cerebral. La dinámica en el sistema nervioso. Estructuras sensoriales por sincronización cerebral (Research on Brain Dynamics. Dynamics in the nervous system. Sensory structures by brain synchronization), which was awarded by this organism that same year. During the years 1942-44, established in Madrid and sponsored by the Cajal Institute, he obtained a more precise quantitative evaluation of the phenomena, in spite of the difficulties in obtaining the most indispensable experimental instruments.

In 1945, the Cajal Institute, now part of the Spanish National Research Council, published the first volume of his book on Brain Dynamics, mainly devoted to visual functions.[1] Apart from local references to the aforementioned volume at the time of its publication, [7][8][9][10][11][12] other references stand out, some of them international [13][14][15][16][17][18] despite the fact that the book was written in Spanish, being notorious, for example, the comment by Viembi in 1946 in the prestigious magazine edited by Buscaino: [13]

"...a very accurate study carried out for years ... The book is very rich in objective observations, most of them original and of great interest. It is also rich in theoretical deductions ... A series of very interesting and important facts which agree with the known facts of the biology of the nervous system.... The author has made a truly meticulous analysis of the visual sensory functions..... Particularly noteworthy is the phenomenon of tilted or inverted vision, this being the first case in the international literature of almost chronic duration and which was studied for months and months ... The longest known observation of duration was limited to a few hours. In the patient now under examination the phenomenon was provoked at will by progressive moving away a test object, or by decreasing the intensity of illumination, or by eccentric position in the visual field ... the book is an inexhaustible mine of singularities..." (translated from Italian),

or the commentary by Bender and Teuber (1948):[16]

"Thus far, the American and English literature has failed to produce a monograph similar in scope to Gonzalo's Dinámica Cerebral which was based on experiments with brain injured casualties of the Spanish Civil War".

Also De Ajuriaguerra and Hécaen [17] refer in several pages to this research and emphasize (p. 279): "...let us also cite in Spanish the very important volume by J. Gonzalo" (translated from French). He also received in 1945-46 letters of praises from authors such as H. Piéron, Robert Bing, D. Katz, W. Köhler (the last two in connection with Gestalt theory), G. Rodríguez Lafora, C. Jiménez Díaz, J. Germain, etc.[19]

From 1942 until his retirement, Justo Gonzalo was a full-time member of the Spanish National Research Council. From 1945 he taught PhD-level courses in brain pathophysiology at the University of Madrid, where he had a laboratory of brain physiopathology. In his PhD courses, he presented the results of his research in detail. It can be said that he worked alone in the scientific aspect, occasionally helped in other aspects by some former students, administrative personnel and always supported by his family, and since 1945 by his wife Ana María Fonrodona Masuet.

Subsequent years

In 1950, the second volume of the aforementioned book on Brain Dynamics was published,[1] it was focused on tactile functions and to generalization of concepts introduced in the first volume. Justo Gonzalo describes in it his observation in 1946 of tactile inversion (of which there were no precedents) and its interpretation. Thus, the author generalized the inversion process in the aforementioned central syndrome to all sensory systems of spatial nature, corroborating it in the auditory system in 1946, as he refers to in his subsequent publication in 1952 (Gonzalo 1952).[1] In 1950 he was awarded by the Spanish Royal Academy of Medicine.

In the works published in 1951 and 1952 (see section 'Justo Gonzalo's published works'), Gonzalo set forth the idea of spiral development of the sensory field, as well as the so-called functional cerebral gradients through the cortex (Gonzalo 1952),[1] concepts that he had already described in detail in the PhD courses. In the publication of 1952 he includes about 20 cases of central syndromes of varying intensity.

In 1952 he carried out a search in all the Spanish territory of subjects with brain lesions. He selected about 200 out of near 3000. Most of them are Civil War wounded and he explores them in Madrid. He finds a total of 35 cases with the same type of central syndrome of varying intensity, as shown for example on p. 78 of Supplement II of the reprint Dinámica Cerebral of 2010.[1]

In the PhD courses, which he taught with great vehemence and dedication, he also exposed the concepts of dynamic similarity and allometry applied to the aforementioned syndrome, this latter being understood as the result of a change of scale in the nervous excitability of the system with respect to that of the normal case. He did not get to publish these concepts, which are partially collected in subsequent works.[1][4] Among the many private comments he received from students about the Ph.D. courses, the one with a reference is indicated, [20] as well as the comment that appears, in 1967, in a commemorative publication of the "Neurology Service of Nicolás Achúcarro": [21]

"M. Peraita prematurely dead, the only one dealing with neurological matters in Madrid is Justo Gonzalo, a clinician and researcher out of the common ... giving an original solution - the concept of gradients - to the problem of localization of the different functions in the cerebral cortex ... (his) presence in the University as professor of a PhD course, is -with his original, updated, sharp course- the only encouragement to neurological vocations that has been present for years and years in the Faculty of Medicine of Madrid." (Translated from Spanish).

In 1958 he was awarded by the Spanish Society of Psychology, and in this period there were many references to the book [22][23][24][25][26][27][28]

The book went out of print and was never reprinted.

Reorganizations in the Faculty of Medicine in 1966 prevented him from continuing to teach the aforementioned PhD courses despite the great interest they aroused among students and the request by letter to the Dean of the Faculty of Medicine signed by several Professors such as Vice-Dean Botella Llusiá, Jiménez Díaz, Gilsanz, Ortz LLorca and Vara López.[19] With this, the associated brain pathophysiology laboratory disappeared.

During these years he had already made large and numerous graphs drawn by draughtsmen, for didactic purposes, and especially for the following publication announced as an extensive work. But this publication never came into being. The cause of this was the author's own way of being, extremely self-demanding and who could not conceive of partial communications except for PhD courses, also great administrative difficulties, and with the passage of time, health problems.

Last years

He further developed the concepts of similarity and allometry on the basis of the biological principles of development and growth, applying them to brain dynamics and extending this formalization to the auditory system and language, leading to what the author called a "neurophysics" of the cerebral cortex. Part of such research is collected in Supplement II of the 2010 reprint of his book[1] and in works by Gonzalo-Fonrodona and Porras (2007, 2009, 2011, 2013, 2014) (see section: `Works on Justo Gonzalo's research'). He also approached multiple and varied subjects of Biology, Philosophy, Physics and Cybernetics, establishing connections with his research of brain dynamics.

At this time, reference is also made to J. Gonzalo's brain dynamics. [29][30][31][32][33][34][35][36] even from a philosophical point of view, [37][38] awakening a special interest in the field of Cybernetics and Artificial Intelligence. [39]

In 1976 he came into contact with physicists and engineers interested in cybernetic models of brain dynamics. In this context, in the doctoral thesis of the engineer A. Delgado directed by the physicist J. Mira, several of Gonzalo's ideas and data are considered to be basic, together with those of Lashley and Luria, in the functional organization of nervous tissue in relation to behavior. [40]

His research was interrupted only because of his decease in 1986.

Additional information

After the death of J. Gonzalo, work was carried out in the field of Artificial Intelligence in relation to the research of this author. [41][42][43][44][45][46] There are also historical references to his work His works are also referenced in an historical [47][48][49][50][51][52][53][54] and neurological sense [55][56][57][58][59][60][61][62][63] (see also the section `Works on Justo Gonzalo's research work´`).

For example, worth mentioning is the comment:[50] "Besides Santiago Ramon y Cajal, several authors can be considered founders of the Spanish Neuroscience and Neuropsychology such as Cubí, Simarro, Lafora, Gonzalo, Lorente de Nó". (Translated from Spanish).

Studies carried out in the 2000s have reported phenomena on tilted or inverted perception and multisensory integration that are similar to those described by Justo Gonzalo. Also, cortical modellings proposed are closely related to the model developed by Justo Gonzalo. Presentation and formalization of the work of J. Gonzalo in the current context is exposed in the works of Gonzalo-Fonrodona and Porras listed below in the section `Works on Justo Gonzalo's research work´.

In 2010, coinciding with the centennial of his birth, the Red Temática en Tecnologías de Computación Artificial/Natural (thematic network on artificial/natural computation technologies), together with the University of Santiago de Compostela, published a facsimile edition of the two volumes published in 1945 and 1950 respectively, plus several annexes; the contents of Annex II (Suplemento II) had never been published before. The whole, of about 1000 pages, is entitled Dinámica Cerebral (Open Access).[1]

J. Gonzalo's library was donated to the Spanish National Research Council (CSIC), the neurobiology part being at the Cajal Institute where about 200 histological preparations made between 1930 and 1936 approximately were also donated.

Justo Gonzalo's published works

  • Gonzalo, J. (1933). «Los factores endógenos en la corea de Sydenham». Archivos de Neurobiología XIII(4,5,6): pp. 1–15. ISSN 0212-9329.
  • Gonzalo, J. (1934). «Contribución al estudio del esquizoide». Archivos de Neurobiología XIV(6): pp. 1–17. ISSN 0212-9329.
  • Gonzalo, J. (1934). «Los tipos de motilidad. Contribución a la sistemática del movimiento.» Archivos de Neurobiología XIV(1): pp: 1-23. ISSN 0212-9329.
  • Gonzalo, J. (1935). «Contestación al Dr. Nieto». Archivos de Neurobiología XV(3): pp. 417–421. ISSN 0212-9329.
  • Gonzalo, J. (1935). «Sobre la localización y fisiopatología del tálamo y del subtálamo». Archivos de Neurobiología XV(4): pp. 625–668. ISSN 0212-9329
  • Gonzalo, J. (1936). «Nuevos estudios talámicos. Síndrome talámico puro por degeneración secundaria». Archivos de Neurobiología. Marzo. pp. 111–129. ISSN 0212-9329
  • Kleist, V.K.; Gonzalo, J. (1938). «Über Thalamus und Subthalamussyndrome und die Störungen einzelner Thalamuskerne». Monastsschrift für Psychiatrie und Neurologie 99: pp. 87–130.
  • Gonzalo, J. (1945). Investigaciones sobre la nueva Dinámica Cerebral. La actividad cerebral en función de las condiciones dinámicas de la excitabilidad nerviosa. Volumen Primero: pp. 1–392. Madrid: Consejo Superior de Investigaciones Científicas, Inst. S. Ramón y Cajal. Included as Vol. 1 in the facsimile edition of 2010 Dinámica Cerebral, Open Access.[1] English translation (2021), Open Access.
  • Gonzalo, J. (1950). Investigaciones sobre la nueva Dinámica Cerebral. La actividad cerebral en función de las condiciones dinámicas de la excitabilidad nerviosa. Volumen Segundo: pp. 393–827. Madrid: Consejo Superior de Investigaciones Científicas, Inst. S. Ramón y Cajal. Included as Vol. 2 in the facsimile edition of 2010 Dinámica Cerebral, Open Access.[1] English translation of Vol. 2 1950 (2022) Open Access.
  • Gonzalo, J. (1951). «La cerebración sensorial y el desarrollo espiral». XLIII: pp. 209–260.
  • Gonzalo, J. (1952) «Las funciones cerebrales humanas según nuevos datos y bases fisiológicas. Una introducción a los estudios de Dinámica Cerebral». XLIV: pp. 95–157. Included as 'Suplemento I' in the facsimile edition of 2010 Dinámica Cerebral, Open Access,[1] English translation (2015), Open Access.
  • Gonzalo, J. (1994). Brain Dynamics According to Human Data and Physiological Bases. (Traducción resumida de la publicación de 1952). Edited by I. Gonzalo and A. Gonzalo, Madrid. ISBN 84-604-9611-2
  • Gonzalo, J. (2010). Dinámica Cerebral. Facsimile edition of Vol.1 (1945), Vol.2 (1950), Suplemento I (article of 1952) and first edition of Suplemento II , Open Access.[1]

Works on Justo Gonzalo's research work

  • Ballus, C. (1970). «La maniobra de refuerzo de J. Gonzalo y su objetivización por el test oscilométrico». Anuario de Psicología. Dep. Psicología, Univ. de Barcelona 2: pp. 19–28.
  • Gonzalo, I.; Gonzalo, A. (1996). «Functional gradients in cerebral dynamics: The J. Gonzalo theories of the sensorial cortex». In Moreno-Díaz, R.; Mira, J. (Eds.) Brain Processes, Theories and Models. An international conference in honor of W.S. McCulloch 25 years after his death. Cambridge, Massachusetts: The MIT Press. pp. 78–87.
  • Gonzalo, I. (1997). «Allometry in the J. Gonzalo's model of the sensorial cortex» . Lecture Notes in Computer Science (LNCS) 1240: pp. 169–177. https://doi.org/10.1007/BFb0032475
  • Gonzalo, I. (1999). «Spatial Inversion and Facilitation in the J. Gonzalo's Research of the Sensorial Cortex. Integrative Aspects». Lect. Not. Comp. Sci. (LNCS) 1606: pp. 94–103. https://doi.org/10.1007/BFb0098164
  • Gonzalo, I.; Porras, M.A. (2001). «Time-dispersive effects in the J. Gonzalo's research on cerebral dynamics». Lect. Not. Comp. Sci. (LNCS) 2084: pp. 150–157. https://doi:10.1007/3-540-45720-8_18
  • Gonzalo, I.; Porras, M.A. (2003). «Intersensorial summation as a nonlinear contribution to cerebral excitation». Lect. Not. Comp. Sci. (LNCS) 2686: pp. 94–101. https://doi:10.1007/3-540-44868-3_13
  • Arias, M.; Gonzalo, I. (2004). «La obra neurocientífica de Justo Gonzalo (1910-1986): el síndrome central y la metamorfopsia invertida». Neurología 19: pp. 429–433.
  • Barraquer Bordas, L. (2005). «La dinámica cerebral de Justo Gonzalo en la historia [`Brain dynamics' of Justo Gonzalo in history]». Neurología 20: pp. 169–173.
  • Gonzalo-Fonrodona, I. (2007). . Revista de Neurología 44(3): pp. 157–165.
  • Gonzalo-Fonrodona, I.; Porras, M.A. (2007). «Physiological Laws of Sensory Visual System in Relation to Scaling Power Laws in Biological Neural Networks». Lecture Notes in Computer Science (LNCS) 4527: pp. 96–102. https://doi.org/10.1007/978-3-540-73053-8_10
  • Gonzalo-Fonrodona, I. (2009). «Functional gradients through the cortex, multisensory integration and scaling laws in brain dynamics». Neurocomputing 72: pp. 831–838. https://doi.org/10.1016/j.neucom.2008.04.055
  • Gonzalo-Fonrodona, I.; Porras, M.A. (2009). «Scaling Power Laws in the Restoration of Perception with Increasing Stimulus in Deficitary Natural Neural Network» . Lecture Notes in Computer Science (LNCS) 5601: pp. 174–183. https://doi.org/10.1007/978-3-642-02264-7_19
  • Gonzalo-Fonrodona, I.; Porras, M.A. (2011). «Scaling Effects in Crossmodal Improvement of Visual Perception» . Lecture Notes in Computer Science (LNCS) 6687: pp. 267–274. https://doi.org/10.1007/978-3-642-21326-7_29
  • Gonzalo-Fonrodona, I. (2011). «Justo Gonzalo (1919-1986) y su investigación sobre dinámica cerebral». Rev. Historia de la Psicología 32: pp. 65–78. ISSN 0211-0040.
  • Gonzalo-Fonrodona, I.; Porras, M.A. (2013). «Scaling effects in crossmodal improvement of visual perception by motor system stimulus». Neurocomputing 114: pp. 76–79. https://doi.org/10.1016/j.neucom.2012.06.047
  • Gonzalo-Fonrodona, I.; Porras, M.A. (2013). «Deficitary nervous excitability and subjective contraction of time: Time-dispersive model». Lecture Notes in Computer Science (LNCS) 7930: pp. 368–375. https://doi.org/10.1007/978-3-642-38637-4_38
  • Gonzalo-Fonrodona, I.; Porras, M.A. (2014). «Nervous excitability dynamics in a multisensory síndrome and its similitude with normals. Scaling Laws», Open Access. In: Costa, A.; Villalba, E. (Eds.) Horizons in Neuroscience Vol. 13: Chap.10, pp. 161–189. ISBN 978-1-62948-426-6
  • Gonzalo Fonrodona, I. (2015). «The pioneering research of justo Gonzalo (1910-1986) on brain dynamics». Open Access. (Includes English translation of the article Gonzalo, J. (1952) «Las funciones cerebrales humanas según nuevos datos y bases fisiológicas. Una introducción a los estudios de Dinámica Cerebral» Traba. Inst. Cajal Investig. Biológ. XLIII: pp. 209–260). E-prints Complutense, Universidad Complutense de Madrid (UCM).
  • García-Molina, A. (2015). «Justo Gonzalo’s groundbreaking contributions to the study of cerebral functional organisation». Neurosciences and History 3(2): pp. 61–67.

References

  1. ^ a b c d e f g h i j k l m n o p q r s t u v Gonzalo, J. (1945, 1950, 1952, 2010). Dinámica Cerebral, Open Access. Edición facsímil 2010 del Vol. 1 1945, Vol. 2 1950 (Madrid: Inst. S. Ramón y Cajal, CSIC), Suplemento I 1952 (Trab. Inst. Cajal Invest. Biol.) y 1ª ed. Suplemento II 2010. Red Temática en Tecnologías de Computación Artificial/Natural (RTNAC) y Universidad de Santiago de Compostela (USC). ISBN 978-84-9887-458-7. English translation of Vol. 1 1945 (2021) Open Access. English translation of Vol. 2 1950 (2022) Open Access. English translation of the article of 1952 (2015) Open Access.
  2. ^ Gonzalo-Fonrodona, I. (2007) «Inverted or tilted perception disorder». Revista de Neurología 44, 3, 157-165.
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  4. ^ a b Gonzalo-Fonrodona, I.; Porras, M.A. (2014). «Nervous excitability dynamics in a multisensory syndrome and its similarity with normals. Scaling Laws» Open Access. In: Costa, A.; Villalba, E. (Eds.) Horizons in Neuroscience Vol. 13: Chap.10, pp. 161-189.
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justo, gonzalo, rodríguez, leal, barcelona, spain, march, 1910, madrid, spain, september, 1986, spanish, neuroscientist, after, obtaining, bachelor, degree, medicine, specialized, austria, germany, 1933, with, grant, from, junta, para, ampliación, estudios, in. Justo Gonzalo Rodriguez Leal Barcelona Spain March 2 1910 Madrid Spain September 28 1986 Spanish neuroscientist after obtaining his bachelor s degree in medicine he specialized in Austria and Germany 1933 35 with a grant from the Junta para Ampliacion de Estudios e Investigaciones Cientificas Council for the Extension of Studies and Scientific Research and subsequently carried out extensive research on human brain functions based largely on brain injuries from the Spanish Civil War 1936 39 He characterized what he called the central syndrome of the cortex multisensory and bilateral disorder caused by a unilateral lesion in a parieto occipital association area which he interpreted based on physiological laws of nervous excitability and a model of brain dynamics where the cortex is conceived as a dynamic functional unit with specificity in gradation providing a solution to the question of brain localization He described and interpreted phenomena such as inverted perception and multisensory and motor facilitation among others By applying concepts of dynamic similarity he formulated and proved potential allometric laws in the loss of functions and in the sensory organization He belonged to the Spanish National Research Council CSIC from 1942 until his retirement and he was lecturer of 21 PhD courses 1945 1966 on brain physiopathology at the Faculty of Medicine in the University of Madrid He received awards from the CSIC 1941 the Royal Academy of Medicine 1950 and the Spanish Society of Psychology 1958 Justo Gonzalo Rodriguez Leal 1910 1986 Contents 1 His scientific contribution 2 Early years 3 Spanish Civil War and post war period 4 Subsequent years 5 Last years 6 Additional information 7 Justo Gonzalo s published works 8 Works on Justo Gonzalo s research work 9 ReferencesHis scientific contribution EditHis book Investigaciones sobre la nueva Dinamica Cerebral La actividad cerebral en funcion de las condiciones dinamicas de la excitabilidad nerviosa 1 contains part of his fundamental contributions and is the first time that the term Brain Dynamics is used in the scientific literature to describe the organization of sensory functions It consists of two volumes the first one published in 1945 focused on visual functions and the second one published in 1950 dedicated to tactile functions and where concepts exposed in the first one are expanded In this book the author exposes what he called central syndrome of the cortex as a multisensory affection with bilateral symmetry originated by a unilateral parieto occipital cortical lesion in an associative area equidistant from the visual tactile and auditory projection areas The syndrome presents dynamic effects such as the multisensoriality and symmetrical bilaterality of the disorder which also involves all functions from simple excitability to more complex functions Another dynamic effect is the progressive loss of functions and a decomposition of some of them into partial reactions as the intensity of the stimulus decreases This gives rise for example to tilted or even inverted vision in which the image is perceived as increasingly tilted at the same time as it loses shape color and size until it is almost inverted in the most acute case This was the first exhaustive study of inverted or tilted vision Gonzalo 1945 1 The author also observed inverted perception in touch 1950 1 and hearing 1952 1 for none of which there were precedents and generalized the inversion process in the central syndrome to sensory systems of a spatial nature 2 Gnosic or cognitive and complex functions are the first to be lost since they require greater brain excitation and thus greater brain integration Thus a continuity was established between elementary and higher sensory functions based on the same physiological laws A dynamic phenomenon related to the previous one is the disappearance in part of some disorders by intensification of the stimulus or by temporal summation iteration of the stimulus or by the emerging capacity for facilitation according to which the functions are recovered by the presence of another type of stimulus of the same or different modality multisensory facilitation or by motor activity such as muscular effort of all of which there was no precedent of detailed studies For example tactile and auditory stimuli and in particular muscular effort improve perception partly compensating for the deficit of nervous excitation due to the loss of nonspecific or multispecific neuronal mass caused by the lesion For example the visual field which shows concentric reduction increased up to 5 times in the most acute case and the image recovered the correct orientation by means of an strong muscular contraction This capacity is greater the larger the brain lesion and the lower the intensity of the original stimulus 1 The author observed and studied other remarkable phenomena such as color delocalization reversal in motion perception the disorder by which the patient was able to read a text equally well upright or rotated 180 degrees without noticing any difference and the disorder of allocentric orientation among others 1 His research filled the gap then existing between brain pathology and the physiology of the nervous system since the phenomena observed were governed by the laws of nervous excitability which was a radical change with respect to the concepts in use at that time Gonzalo found not only the cases described in his book 1 but about 35 cases of central syndrome of varying intensity Gonzalo 1952 1 The author also analyzes in depth the famous Schneider case of Goldstein and Gelb 2018 3 which he interprets according to the aforementioned syndrome He proposed a spiral development of the sensory field in the integrative brain process Gonzalo 1951 1952 and introduced the idea of functional brain gradients across the cortex Gonzalo 1952 1 These gradients are functions in gradation that represent the density of specific sensory function at each point in the cortex related to the density of specific neurons and their connections taking a maximum value in the corresponding projection area and gradually decreasing throughout the cortex with the end of the decline reaching other projection areas The multiple types of cortical syndromes from first hand and other authors was interpreted according to the model of gradients depending on the position and magnitude of the lesion finding a continuous transition between the syndromes of the projection area and the central one Gonzalo later developed the concepts of dynamic similarity and allometry applied to the central syndrome this being understood as the result of a change of scale in the nervous excitability of the cerebral system with respect to the normal case According to the principle of dynamic similarity the change of scale in a system results in its different parts changing differently allometrically He then found allometric relationships scaling power laws between the different sensory functions The gradual loss of these functions in the central syndrome was thus interpreted and formalized These concepts including that of gradients were also applied to the language system All this last research remained unpublished and is partially collected in Supplement II in the reprint of Gonzalo s work Gonzalo 2010 1 and in later works 4 see below the works of Gonzalo Fonrodona and Porras in the section Works on Justo Gonzalo s research work Early years EditJusto Gonzalo was born and lived in Barcelona Spain then spent several years in Valencia Spain returned to Barcelona and finally moved to Madrid Spain to study medicine obtaining his bachelor s degree there in 1933 During 1933 34 he carried out studies at the Nervenklinik mental hospital of Vienna University on clinical neurology and animal testing with Hans Hoff and also on brain cytoarchitecture with Otto Potzl at Constantin von Economo s laboratory During 1934 35 he carried out research on brain pathology with Karl Kleist at the mental hospital of the Goethe University Frankfurt granted a scholarship by the Junta para Ampliacion de Estudios Council for the Extension of Studies and Scientific Research After returning to Madrid he combined clinical neurology at the then called Hospital General de Madrid with brain anatomoclinical research at the Cajal Institute It was during this time that he wrote his first works see section Justo Gonzalo s published works Spanish Civil War and post war period EditAfter the outbreak of the Spanish Civil War 1936 39 he resumed the neurological activities at the Hospital General de Madrid and the brain anatomoclinical studies at the Cajal Institute until he practiced war medicine in the Republican front 1937 He was called in 1938 by Gonzalo Rodriguez Lafora head of the Center for Brain Injuries at Neurological Military Hospital of Godella Hospital Militar Neurologico de Godella in Valencia to work there as a neurologist 5 6 where he stayed until the end of the war During this period he conducted detailed observations on numerous brain injured subjects and performed despite the extreme conditions a fundamental part of his research Some selected cases were carefully study in the course of several years In the summer of 1938 he discovered among other singular disorders near inverted vision in the war wounded man he termed case M and in 1939 characterized what he called central syndrome of the cortex which exhibited peculiar dynamic phenomena The observations could not be understood until he uncovered the permeability developed by this type of patient to temporal summation and multisensory and motor facilitation The first results were presented in 1941 to the Spanish National Research Council in a 94 page report in Spanish entitled Investigaciones sobre Dinamica Cerebral La dinamica en el sistema nervioso Estructuras sensoriales por sincronizacion cerebral Research on Brain Dynamics Dynamics in the nervous system Sensory structures by brain synchronization which was awarded by this organism that same year During the years 1942 44 established in Madrid and sponsored by the Cajal Institute he obtained a more precise quantitative evaluation of the phenomena in spite of the difficulties in obtaining the most indispensable experimental instruments In 1945 the Cajal Institute now part of the Spanish National Research Council published the first volume of his book on Brain Dynamics mainly devoted to visual functions 1 Apart from local references to the aforementioned volume at the time of its publication 7 8 9 10 11 12 other references stand out some of them international 13 14 15 16 17 18 despite the fact that the book was written in Spanish being notorious for example the comment by Viembi in 1946 in the prestigious magazine edited by Buscaino 13 a very accurate study carried out for years The book is very rich in objective observations most of them original and of great interest It is also rich in theoretical deductions A series of very interesting and important facts which agree with the known facts of the biology of the nervous system The author has made a truly meticulous analysis of the visual sensory functions Particularly noteworthy is the phenomenon of tilted or inverted vision this being the first case in the international literature of almost chronic duration and which was studied for months and months The longest known observation of duration was limited to a few hours In the patient now under examination the phenomenon was provoked at will by progressive moving away a test object or by decreasing the intensity of illumination or by eccentric position in the visual field the book is an inexhaustible mine of singularities translated from Italian or the commentary by Bender and Teuber 1948 16 Thus far the American and English literature has failed to produce a monograph similar in scope to Gonzalo s Dinamica Cerebral which was based on experiments with brain injured casualties of the Spanish Civil War Also De Ajuriaguerra and Hecaen 17 refer in several pages to this research and emphasize p 279 let us also cite in Spanish the very important volume by J Gonzalo translated from French He also received in 1945 46 letters of praises from authors such as H Pieron Robert Bing D Katz W Kohler the last two in connection with Gestalt theory G Rodriguez Lafora C Jimenez Diaz J Germain etc 19 From 1942 until his retirement Justo Gonzalo was a full time member of the Spanish National Research Council From 1945 he taught PhD level courses in brain pathophysiology at the University of Madrid where he had a laboratory of brain physiopathology In his PhD courses he presented the results of his research in detail It can be said that he worked alone in the scientific aspect occasionally helped in other aspects by some former students administrative personnel and always supported by his family and since 1945 by his wife Ana Maria Fonrodona Masuet Subsequent years EditIn 1950 the second volume of the aforementioned book on Brain Dynamics was published 1 it was focused on tactile functions and to generalization of concepts introduced in the first volume Justo Gonzalo describes in it his observation in 1946 of tactile inversion of which there were no precedents and its interpretation Thus the author generalized the inversion process in the aforementioned central syndrome to all sensory systems of spatial nature corroborating it in the auditory system in 1946 as he refers to in his subsequent publication in 1952 Gonzalo 1952 1 In 1950 he was awarded by the Spanish Royal Academy of Medicine In the works published in 1951 and 1952 see section Justo Gonzalo s published works Gonzalo set forth the idea of spiral development of the sensory field as well as the so called functional cerebral gradients through the cortex Gonzalo 1952 1 concepts that he had already described in detail in the PhD courses In the publication of 1952 he includes about 20 cases of central syndromes of varying intensity In 1952 he carried out a search in all the Spanish territory of subjects with brain lesions He selected about 200 out of near 3000 Most of them are Civil War wounded and he explores them in Madrid He finds a total of 35 cases with the same type of central syndrome of varying intensity as shown for example on p 78 of Supplement II of the reprint Dinamica Cerebral of 2010 1 In the PhD courses which he taught with great vehemence and dedication he also exposed the concepts of dynamic similarity and allometry applied to the aforementioned syndrome this latter being understood as the result of a change of scale in the nervous excitability of the system with respect to that of the normal case He did not get to publish these concepts which are partially collected in subsequent works 1 4 Among the many private comments he received from students about the Ph D courses the one with a reference is indicated 20 as well as the comment that appears in 1967 in a commemorative publication of the Neurology Service of Nicolas Achucarro 21 M Peraita prematurely dead the only one dealing with neurological matters in Madrid is Justo Gonzalo a clinician and researcher out of the common giving an original solution the concept of gradients to the problem of localization of the different functions in the cerebral cortex his presence in the University as professor of a PhD course is with his original updated sharp course the only encouragement to neurological vocations that has been present for years and years in the Faculty of Medicine of Madrid Translated from Spanish In 1958 he was awarded by the Spanish Society of Psychology and in this period there were many references to the book 22 23 24 25 26 27 28 The book went out of print and was never reprinted Reorganizations in the Faculty of Medicine in 1966 prevented him from continuing to teach the aforementioned PhD courses despite the great interest they aroused among students and the request by letter to the Dean of the Faculty of Medicine signed by several Professors such as Vice Dean Botella Llusia Jimenez Diaz Gilsanz Ortz LLorca and Vara Lopez 19 With this the associated brain pathophysiology laboratory disappeared During these years he had already made large and numerous graphs drawn by draughtsmen for didactic purposes and especially for the following publication announced as an extensive work But this publication never came into being The cause of this was the author s own way of being extremely self demanding and who could not conceive of partial communications except for PhD courses also great administrative difficulties and with the passage of time health problems Last years EditHe further developed the concepts of similarity and allometry on the basis of the biological principles of development and growth applying them to brain dynamics and extending this formalization to the auditory system and language leading to what the author called a neurophysics of the cerebral cortex Part of such research is collected in Supplement II of the 2010 reprint of his book 1 and in works by Gonzalo Fonrodona and Porras 2007 2009 2011 2013 2014 see section Works on Justo Gonzalo s research He also approached multiple and varied subjects of Biology Philosophy Physics and Cybernetics establishing connections with his research of brain dynamics At this time reference is also made to J Gonzalo s brain dynamics 29 30 31 32 33 34 35 36 even from a philosophical point of view 37 38 awakening a special interest in the field of Cybernetics and Artificial Intelligence 39 In 1976 he came into contact with physicists and engineers interested in cybernetic models of brain dynamics In this context in the doctoral thesis of the engineer A Delgado directed by the physicist J Mira several of Gonzalo s ideas and data are considered to be basic together with those of Lashley and Luria in the functional organization of nervous tissue in relation to behavior 40 His research was interrupted only because of his decease in 1986 Additional information EditAfter the death of J Gonzalo work was carried out in the field of Artificial Intelligence in relation to the research of this author 41 42 43 44 45 46 There are also historical references to his work His works are also referenced in an historical 47 48 49 50 51 52 53 54 and neurological sense 55 56 57 58 59 60 61 62 63 see also the section Works on Justo Gonzalo s research work For example worth mentioning is the comment 50 Besides Santiago Ramon y Cajal several authors can be considered founders of the Spanish Neuroscience and Neuropsychology such as Cubi Simarro Lafora Gonzalo Lorente de No Translated from Spanish Studies carried out in the 2000s have reported phenomena on tilted or inverted perception and multisensory integration that are similar to those described by Justo Gonzalo Also cortical modellings proposed are closely related to the model developed by Justo Gonzalo Presentation and formalization of the work of J Gonzalo in the current context is exposed in the works of Gonzalo Fonrodona and Porras listed below in the section Works on Justo Gonzalo s research work In 2010 coinciding with the centennial of his birth the Red Tematica en Tecnologias de Computacion Artificial Natural thematic network on artificial natural computation technologies together with the University of Santiago de Compostela published a facsimile edition of the two volumes published in 1945 and 1950 respectively plus several annexes the contents of Annex II Suplemento II had never been published before The whole of about 1000 pages is entitled Dinamica Cerebral Open Access 1 J Gonzalo s library was donated to the Spanish National Research Council CSIC the neurobiology part being at the Cajal Institute where about 200 histological preparations made between 1930 and 1936 approximately were also donated Justo Gonzalo s published works EditGonzalo J 1933 Los factores endogenos en la corea de Sydenham Archivos de Neurobiologia XIII 4 5 6 pp 1 15 ISSN 0212 9329 Gonzalo J 1934 Contribucion al estudio del esquizoide Archivos de Neurobiologia XIV 6 pp 1 17 ISSN 0212 9329 Gonzalo J 1934 Los tipos de motilidad Contribucion a la sistematica del movimiento Archivos de Neurobiologia XIV 1 pp 1 23 ISSN 0212 9329 Gonzalo J 1935 Contestacion al Dr Nieto Archivos de Neurobiologia XV 3 pp 417 421 ISSN 0212 9329 Gonzalo J 1935 Sobre la localizacion y fisiopatologia del talamo y del subtalamo Archivos de Neurobiologia XV 4 pp 625 668 ISSN 0212 9329 Gonzalo J 1936 Nuevos estudios talamicos Sindrome talamico puro por degeneracion secundaria Archivos de Neurobiologia Marzo pp 111 129 ISSN 0212 9329 Kleist V K Gonzalo J 1938 Uber Thalamus und Subthalamussyndrome und die Storungen einzelner Thalamuskerne Monastsschrift fur Psychiatrie und Neurologie 99 pp 87 130 Gonzalo J 1945 Investigaciones sobre la nueva Dinamica Cerebral La actividad cerebral en funcion de las condiciones dinamicas de la excitabilidad nerviosa Volumen Primero pp 1 392 Madrid Consejo Superior de Investigaciones Cientificas Inst S Ramon y Cajal Included as Vol 1 in the facsimile edition of 2010 Dinamica Cerebral Open Access 1 English translation 2021 Open Access Gonzalo J 1950 Investigaciones sobre la nueva Dinamica Cerebral La actividad cerebral en funcion de las condiciones dinamicas de la excitabilidad nerviosa Volumen Segundo pp 393 827 Madrid Consejo Superior de Investigaciones Cientificas Inst S Ramon y Cajal Included as Vol 2 in the facsimile edition of 2010 Dinamica Cerebral Open Access 1 English translation of Vol 2 1950 2022 Open Access Gonzalo J 1951 La cerebracion sensorial y el desarrollo espiral Trabajos del Inst Cajal de Investigaciones Biologicas XLIII pp 209 260 Gonzalo J 1952 Las funciones cerebrales humanas segun nuevos datos y bases fisiologicas Una introduccion a los estudios de Dinamica Cerebral Trabajos del Inst Cajal de Investigaciones Biologicas XLIV pp 95 157 Included as Suplemento I in the facsimile edition of 2010 Dinamica Cerebral Open Access 1 English translation 2015 Open Access Gonzalo J 1994 Brain Dynamics According to Human Data and Physiological Bases Traduccion resumida de la publicacion de 1952 Edited by I Gonzalo and A Gonzalo Madrid ISBN 84 604 9611 2 Gonzalo J 2010 Dinamica Cerebral Facsimile edition of Vol 1 1945 Vol 2 1950 Suplemento I article of 1952 and first edition of Suplemento II Open Access 1 Works on Justo Gonzalo s research work EditBallus C 1970 La maniobra de refuerzo de J Gonzalo y su objetivizacion por el test oscilometrico Anuario de Psicologia Dep Psicologia Univ de Barcelona 2 pp 19 28 Gonzalo I Gonzalo A 1996 Functional gradients in cerebral dynamics The J Gonzalo theories of the sensorial cortex In Moreno Diaz R Mira J Eds Brain Processes Theories and Models An international conference in honor of W S McCulloch 25 years after his death Cambridge Massachusetts The MIT Press pp 78 87 Gonzalo I 1997 Allometry in the J Gonzalo s model of the sensorial cortex Lecture Notes in Computer Science LNCS 1240 pp 169 177 https doi org 10 1007 BFb0032475 Gonzalo I 1999 Spatial Inversion and Facilitation in the J Gonzalo s Research of the Sensorial Cortex Integrative Aspects Lect Not Comp Sci LNCS 1606 pp 94 103 https doi org 10 1007 BFb0098164 Gonzalo I Porras M A 2001 Time dispersive effects in the J Gonzalo s research on cerebral dynamics Lect Not Comp Sci LNCS 2084 pp 150 157 https doi 10 1007 3 540 45720 8 18 Gonzalo I Porras M A 2003 Intersensorial summation as a nonlinear contribution to cerebral excitation Lect Not Comp Sci LNCS 2686 pp 94 101 https doi 10 1007 3 540 44868 3 13 Arias M Gonzalo I 2004 La obra neurocientifica de Justo Gonzalo 1910 1986 el sindrome central y la metamorfopsia invertida Neurologia 19 pp 429 433 Barraquer Bordas L 2005 La dinamica cerebral de Justo Gonzalo en la historia Brain dynamics of Justo Gonzalo in history Neurologia 20 pp 169 173 Gonzalo Fonrodona I 2007 Inverted or tilted perception disorder Revista de Neurologia 44 3 pp 157 165 Gonzalo Fonrodona I Porras M A 2007 Physiological Laws of Sensory Visual System in Relation to Scaling Power Laws in Biological Neural Networks Lecture Notes in Computer Science LNCS 4527 pp 96 102 https doi org 10 1007 978 3 540 73053 8 10 Gonzalo Fonrodona I 2009 Functional gradients through the cortex multisensory integration and scaling laws in brain dynamics Neurocomputing 72 pp 831 838 https doi org 10 1016 j neucom 2008 04 055 Gonzalo Fonrodona I Porras M A 2009 Scaling Power Laws in the Restoration of Perception with Increasing Stimulus in Deficitary Natural Neural Network Lecture Notes in Computer Science LNCS 5601 pp 174 183 https doi org 10 1007 978 3 642 02264 7 19 Gonzalo Fonrodona I Porras M A 2011 Scaling Effects in Crossmodal Improvement of Visual Perception Lecture Notes in Computer Science LNCS 6687 pp 267 274 https doi org 10 1007 978 3 642 21326 7 29 Gonzalo Fonrodona I 2011 Justo Gonzalo 1919 1986 y su investigacion sobre dinamica cerebral Rev Historia de la Psicologia 32 pp 65 78 ISSN 0211 0040 Gonzalo Fonrodona I Porras M A 2013 Scaling effects in crossmodal improvement of visual perception by motor system stimulus Neurocomputing 114 pp 76 79 https doi org 10 1016 j neucom 2012 06 047 Gonzalo Fonrodona I Porras M A 2013 Deficitary nervous excitability and subjective contraction of time Time dispersive model Lecture Notes in Computer Science LNCS 7930 pp 368 375 https doi org 10 1007 978 3 642 38637 4 38 Gonzalo Fonrodona I Porras M A 2014 Nervous excitability dynamics in a multisensory sindrome and its similitude with normals Scaling Laws Open Access In Costa A Villalba E Eds Horizons in Neuroscience Vol 13 Chap 10 pp 161 189 ISBN 978 1 62948 426 6 Gonzalo Fonrodona I 2015 The pioneering research of justo Gonzalo 1910 1986 on brain dynamics Open Access Includes English translation of the article Gonzalo J 1952 Las funciones cerebrales humanas segun nuevos datos y bases fisiologicas Una introduccion a los estudios de Dinamica Cerebral Traba Inst Cajal Investig Biolog XLIII pp 209 260 E prints Complutense Universidad Complutense de Madrid UCM Garcia Molina A 2015 Justo Gonzalo s groundbreaking contributions to the study of cerebral functional organisation Neurosciences and History 3 2 pp 61 67 References Edit a b c d e f g h i j k l m n o p q r s t u v Gonzalo J 1945 1950 1952 2010 Dinamica Cerebral Open Access Edicion facsimil 2010 del Vol 1 1945 Vol 2 1950 Madrid Inst S Ramon y Cajal CSIC Suplemento I 1952 Trab Inst Cajal Invest Biol y 1ª ed Suplemento II 2010 Red Tematica en Tecnologias de Computacion Artificial Natural RTNAC y Universidad de Santiago de Compostela USC ISBN 978 84 9887 458 7 English translation of Vol 1 1945 2021 Open Access English translation of Vol 2 1950 2022 Open Access English translation of the article of 1952 2015 Open Access Gonzalo Fonrodona I 2007 Inverted or tilted perception disorder Revista de Neurologia 44 3 157 165 Goldstein K Gelb A 1918 Psychologische Analysen hirnpathologischer Falle auf Grund von Untersuchungen Hirnverletzer I Abhandlung Zur Psychologie des optischen Wahrnehmungs und Erkennungsvorganges Zeitschrift fur die gesamte Neurologie und Psychiatrie 41 1 142 a b Gonzalo Fonrodona I Porras M A 2014 Nervous excitability dynamics in a multisensory syndrome and its similarity with normals Scaling Laws Open Access In Costa A Villalba E Eds Horizons in Neuroscience Vol 13 Chap 10 pp 161 189 Monteagudo Soto M J Chisvert Perales M 2018 Revista de Historia de la Psicologia 39 3 p 28 37 https doi org 10 5093 rhp2018a14 Picardo Castellon M Experiencia personal en un hospital quirurgico de primera linea durante nuestra guerra civil Revista Espanola de Medicina y Cirugia de Guerra Revista Espanola de Medicina y Cirugia de Guerra Ano VII 6 7 338 341 382 383 1945 ISSN 0212 3592 Diario ABC Madrid 13 noviembre 1945 20 a href Template Cite journal html title Template Cite journal cite journal a Cite journal requires journal help d Ors E 1945 Estilo y Cifra Diario La Vanguardia Barcelona 27 junio 1945 p 3 Revista Arbor Consejo Superior de Investigaciones Cientificas 1945 IV 11 323 337 a href Template Cite journal html title Template Cite journal cite journal a Cite journal requires journal help Bibliografia critica de libros Pensamiento Revista de Investigacion e Informacion Filosofica 2 7 344 346 1946 ISSN 0031 4749 Vallejo Najera A Escudero Valverde 1947 Trastornos psiquicos en traumatizados Craneales Barcelona Masso Cap II pp 37 47 a b Viembi 1946 Acta Neurologica Napoli Anno I 5 p 368 371 ISSN 0001 6276 Germain Jose 1946 Progresos actuales en neuropsicologia Current developments in neuropsychology Revista de Psicologia General y Aplicada in Spanish 1 2 425 56 ISSN 0373 2002 Barraquer Ferre L 1946 Fisiopatologia y Semiologia de los Lobulos Frontales Barcelona Publ Medicas p 42 a b Bender M B Teuber H L 1948 Neuro ophthalmology Progress in Neurology and Psychiatry III Chap 8 pp 163 182 p 171 a b De Ajuriaguerra J Hecaen H 1949 Le Cortex Cerebral Etude Neuro psycho pathologique Masson Paris p 13 131 138 140 279 287 288 292 311 312 323 Rodriguez Lafora G 1949 Spanish psychiatry during the last decade The American Journal of Psychiatry 105 12 901 3 doi 10 1176 ajp 105 12 901 PMID 18150348 a b Family archive Covas Coro R 1958 La incognita del cerebro Diario de la Marina 28 de septiembre de 1958 La Habana Cuba Hospital de la Beneficiencia del Estado 1967 Servicio de NeurologiaNicolas Achucarro Madrid Madrid Artes graficas Ibarra Guiraud P 1950 Psychiatrie General Paris Le Francois pp 378 379 Pedro Pons A 1952 Patologia y Clinica Medicas Tomo IV Enfermedades del Sistema Nervioso Barcelona Salvat pp 153 155 Critchley M 1953 The Parietal Lobes London Arnold pp 276 300 458 Cabaleiro Goas M Archived 2011 09 02 at the Wayback Machine 1959 Temas Psiquiatricos Cuestiones generales y direccion de investigacion Madrid Montalvo pp 30 374 380 704 621 623 1000 1007 Rodriguez Arias B 1961 Historia de la neurologia espanola Archivos de Neurobiologia 24 4 p 404 ISSN 0004 0576 Pascual Carlos Ballus 1964 Aportaciones de la Psicofisiologia a la Psicologia clinica Contributions of Psychophysiology to clinical psychology Revista de Psicologia General y Aplicada in Spanish 19 73 555 8 ISSN 0373 2002 Cabaleiro Goas M Archived 2011 09 02 at the Wayback Machine 1966 Temas psiquiatricos Algunas cuestiones patologicas generales Madrid Montalvo p 281 Ballus C 1969 El factor tiempo en los tests psicofisiologicos Anuario de Psicologia Univ de Barcelona 1 pp 5 13 pp 11 13 Llopis B 1970 Introduccion dialectica a la psicopatologia Archived 2012 02 14 at the Wayback Machine Madrid Morata OCLC 432559467 Cap 3 pp 188 195 Ballus C 1970 Enfoques biologicos y neurofisiologicos de la personalidad Antecedentes situacion y perspectivas Anuario de Psicologia Univ de Barcelona 3 pp 59 100 pp 64 72 97 Rojo M 1972 Asociacion espanola de neuropsiquiatria Malaga Diciembre pp 139 145 p 141 Barraquer Bordas L 1974 Afasias Apraxias Agnosias Barcelona Toray ISBN 84 310 0866 0 p 141 Siguan M 1976 Spain In Sexton and Misiak Eds Psychology around the World Cole Cy Monterrey Ca USA Translation 1977 La psicologia en Espana Anuario de psicologia 16 pp 3 22 Perez y Perez D 1983 Presencia psicofisiologica en la obra de J Germain Rev de Psicol Gral y Apl 38 2 pp 297 312 pp 298 299 1 Archived 2013 01 28 at the Wayback Machine ISSN 0373 2002 Moya G 1986 Medicina y cultura en una Espana en crisis Archived 2016 02 04 at the Wayback Machine Madrid Ediciones de la Univ Autonoma p 136 ISBN 84 7477 067 X Roldan A 1975 Las incognitas del pensamiento humano Madrid Fax ISBN 978 84 7071 375 0 pp 43 47 455 456 Ferrater Mora J 1979 Diccionario de Filosofia Madrid Alianza Univ p 1993 Delgado A E 1978 Modelos Neurociberneticos de Dinamica Cerebral Archived 2012 01 19 at the Wayback Machine PhD Thesis E T S de Ingenieros de Telecomunicacion Madrid pp III IV 2 4 5 29 62 67 69 83 85 88 90 91 95 108 168 376 583 Delgado A E 1978 Modelos Neurociberneticos de Dinamica Cerebral Archived 2012 01 19 at the Wayback Machine Tesis Doctoral Univ Politecnica de Madrid pp III IV 2 4 5 29 62 67 69 83 85 88 90 91 95 108 168 376 583 Mira J Delgado A E Moreno Diaz R 1987 The fuzzy paradigm for knowledge representation in cerebral dynamics Fuzzy Sets and Systems 23 3 315 30 doi 10 1016 0165 0114 87 90045 5 Mira J Manjarres A Ros S Delgado A E Alvarez J R 1995 Cooperative organization of connectivity patterns and receptive fields in the visual pathway application to adaptive shareholding In Mira Jose Sandoval Francisco eds From Natural to Artificial Neural Computation Lecture Notes in Computer Science Vol 930 pp 15 23 doi 10 1007 3 540 59497 3 151 ISBN 978 3 540 59497 0 Mira J Delgado A Manjarres A Ros S Alvarez J R 1996 Cooperative Processes at the Symbolic Level in Cerebral Dynamics Reliability and Fault Tolerance In Moreno Diaz and Mira Eds Brain Processes Theories and Models An International Conference in Honor of W S McCulloch 25 years after His Death Massachusetts The MIT Press pp 244 255 pp 244 245 247 ISBN 0 262 63170 9 Manjarres A 2000 2001 Modelado Computacional de la Decision Cooperativa Perspectivas Simbolica y Conexionista PhD Thesis in Physics Faculty of Sciences of the National University of Distance Education UNED Madrid pp 389 392 465 467 Mira J Delgado A E 2003 Neural modeling in cerebral dynamics Biosystems 71 1 2 133 44 doi 10 1016 S0303 2647 03 00121 7 PMID 14568214 Herrero Juan Carlos 2005 A Scientific Point of View on Perceptions Mechanisms Symbols and Models Underlying Cognition Lecture Notes in Computer Science Vol 3561 pp 416 26 doi 10 1007 11499220 43 ISBN 978 3 540 26298 5 Gonzalez Duro E 1987 Presencia de Lafora en el franquismo In Huertas R Romero A I Alvarez R coordinadores Perspectivas Psiquiatricas Madrid CSIC pp 259 260 ISBN 8400067312 9788400067311 Carpintero H 1991 La neuropsicologia Una perspectiva espanola reciente Anuario de Psicologia 57 pp 157 168 pp 160 162 Gimeno Alava A 1997 Justo Gonzalo y Rodriguez Leal Sistema Nervioso 2 2 106 108 a b Leon Carrion J 1998 Presente y futuro de la neuropsicologia en Espana Papeles del psicologo Junio nº 70 ISSN 0214 7823 Lopez Munoz Francisco Molina Juan D De Pablo Silvia Alamo Cecilio May 2007 Lafora y el origen de la neuropsiquiatria biologica espanola Lafora and the origin of Spanish biological neuropsychiatry Psiquiatria Biologica in Spanish 14 3 108 20 doi 10 1016 S1134 5934 07 73269 4 Lopez Munoz F Rubio G Molina J D Garcia Garcia P Alamo C Santo Domingo J 2008 Cajal y la Psiquiatria Biologica El legado psiquiatrico de Ramon y Cajal Archivos de Psiquiatria 71 1 pp 50 79 p 67 Arraez Sanchez M A 2015 History of Neurosciences and Neurosurgery in Spain International Neuroscience Journal March 28 online Open Access Gonzalo Fonrodona I Porras M A 2015 El neurocientifico Justo Gonzalo 1910 1986 antes durante y despues de la Guerra Civil espanola In Ciencia y Tecnica entre la Paz y la Guerra 1747 1814 1914 Vol I Gonzalez Redondo F A Coordinador Sociedad Espanola de Historia de las Ciencias y de las Tecnicas SEHCYT Madrid pp 431 438 Arias M Gonzalo I 2004 La obra neurocientifica de Justo Gonzalo 1910 1986 el sindrome central y la metamorfopsia invertida The neurscientific work of Justo Gonzalo 1910 1986 the center syndrome and reversal metamorphopsia Neurologia in Spanish 19 8 429 33 ISSN 0213 4853 PMID 15470582 INIST 16282035 Barraquer L 2005 Brain dynamics of Justo Gonzalo in history Neurologia 20 4 169 73 Ortega Marquez L L Arteche Prior M Farach Fnumero M et al 2009 Cartas al director PDF Revista de Neurologia 48 4 223 224 Archived from the original PDF on 2012 03 05 Retrieved 2013 01 09 Sierra Hidalgo F De Pablo Fernandez E Herrero San Martin A Correas Callero E Herreros Rodriguez J Romero Munoz J P Martin Gil L 2012 Clinical and imaging features of the room tilt illusion Journal of Neurology 259 12 2555 64 doi 10 1007 s00415 012 6536 0 PMID 22588254 S2CID 15838943 Gonzalo Fonrodona I 2013 Cerebro Multisensorial Investigacion y Ciencia Cartas de los lectores Junio 2013 Carrasco Garcia de Leon S Hernandez Gonzalez A Dominguez Bertalo J et al 2013 Ilusion de inversion de la imagen visual Descripcion de una serie clinica de 5 casos Neurologia Argentina 5 3 171 175 https dx doi org 10 1016 j neuarg 2012 11 004 Yonemitsu F Sung Y Naka K Yamada Y and Marmolejo Ramos F 2017 Does weight lifting improve visual acuity A replication of Gonzalo Fonrodona and Porras 2013 BMC Research Notes 10 362 OpenAccess Garcia Molina A 2015 Justo Gonzalo s groundbreaking contributions to the study of cerebral functional organisation Neurosciences and History 3 2 61 67 Archived from the original on 2015 09 24 Retrieved 2015 08 06 Garcia Moilina A Pena Casanova J 2022 Fundamentos Historicos de la neuropsicologia y la neurologia de la conducta Barcelona Test Barcelona p 312 313 Retrieved from https en wikipedia org w index php title Justo Gonzalo amp oldid 1110622551, wikipedia, 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