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Krishna Palem

Krishna V. Palem is a computer scientist and engineer of Indian origin and is the Kenneth and Audrey Kennedy Professor of Computing at Rice University[1] and the director of Institute for Sustainable Nanoelectronics (ISNE) at Nanyang Technological University (NTU).[2] He is recognized for his "pioneering contributions to the algorithmic, compilation, and architectural foundations of embedded computing", as stated in the citation of his 2009 Wallace McDowell Award,[3] the "highest technical award made solely by the IEEE Computer Society".[4]

Krishna.V.Palem
Born1963 (age 60–61)
Alma materUniversity of Texas at Austin
National Institute of Technology, Tiruchirappalli
AwardsW. Wallace McDowell Award, Fellow AAAS, ACM, IEEE, Guggenheim Fellow, Moore Scholar at Caltech.
Scientific career
FieldsAlgorithms, Applied Mathematics
Computer architecture, Circuits
Compilers, Devices
Embedded Computing
Physics
InstitutionsRice University, US
NYU, US
Georgia Institute of Technology, US
Nanyang Technological University, Singapore

Education edit

Dr. Krishna V Palem received his BE degree in Electronics and Communication Engineering from Regional Engineering College, Tiruchirappalli (now, National Institute of Technology, Tiruchirappalli) in 1979.[5] He obtained his Master of Science and Doctorate of Philosophy degree in Electrical and Computer Engineering from University of Texas at Austin.[6]

Career edit

He started his career in 1986 as a Research Staff Member at the IBM Thomas J. Watson Research Center where he worked on Probabilistic Algorithms[7] and Optimizing Compilers[8] till 1994. Since 1994, he held tenured faculty positions at the Courant Institute of Mathematical Sciences at NYU (1994–1999) and Georgia Institute of Technology (1999–2006). Since 2007, he has been at Rice University with joint appointments in Computer Science, Electrical and Computer Engineering and Statistics.[1]

In 2000, Palem co-founded the Proceler Inc., an Atlanta-based venture-funded company and served as its Chief Technology Officer.[9][10]

In 2006–2007, he was both a Canon visiting professor at Nanyang Technological University, Singapore and a Moore Distinguished Faculty Fellow at the California Institute of Technology.[11]

In 2007, he also founded the Institute for Sustainable Nanoelectronics (ISNE) at Nanyang Technological University, Singapore and served as its director till 2013.[12]

In 1998, with Guang Gao, he started the International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES) workshop series[13] which has since grown into the ACM/IEEE sponsored CASES symposium, one of the three anchor conferences of the Embedded Systems Week (ESWeek).[14]

Research edit

After he moved to NYU in 1994, he founded and headed one of the earliest computer science laboratories in academia on the topic of Embedded Computing called Real-time Compilation Technologies and Instruction Level Parallelism (ReaCT-ILP) within the Courant Institute of Mathematical Sciences.[15] His views expressed in 1996 suggesting the "need for programming tools and software support to eventually compile algorithms implemented in standard and widely used languages such as C onto the hardware platforms" [16] was the mission statement of this laboratory. His PhD advisee Suren Talla's dissertation on this topic, 'Adaptive EPIC Architectures and their Compilers', was awarded the Janet Fabri prize.[17]

Palem fully developed this concept through 'architecture assembly' [18] through Proceler Inc.[19] Architecture assembly [20] was the foundation of the product offering by Proceler Inc. and was first documented in a patent that Proceler Inc. filed in 2002.[21] Architecture assembly produced custom hardware having pre-synthesized computing elements readily available, and using a compiler to rapidly choose and assemble an application specific and therefore a Dynamically VAriable Instruction SeT Architecture (DVAITA).[10][21] The Analysts' Choice Awards recognized this technology as one of the four nominees for the category of Outstanding technology of 2001.[18] Speaking about this award nomination, Max Baron, the editor-in-chief of Microprocessor report, said that this technology "may develop or be reborn into variants that can change our view of configurable processors, extensions of instruction sets, hardware interpreters, and application-specific accelerators."[18]

Under Palem's direction, the React-ILP laboratory developed the TRIMARAN system,[22][23] co-developed with the CAR group of HP Labs and the Impact project[24] of the University of Illinois, and was aimed at helping universities conduct research on the then emerging EPIC technology embodied in the Itanium processor.[25]

Since 2002, Palem has been developing the thermodynamic foundations [26][27] for radically new ways of approaching the challenge of lowering energy consumption by trading computational accuracy. The implementation of this principle in the context of CMOS devices lead to the invention of a widely known patented technology called the Probabilistic CMOS (PCMOS),[28][29][30] which Technology Review published by MIT recognized as one of the 10 technologies that are "most likely to change the way we live", in 2008.[31] PCMOS was shown to be useful in designing energy and power efficient architectures by his group.[32] Logic and arithmetic being the building blocks of such architectures, PCMOS motivated a new Probabilistic Boolean Logic (PBL) [33] and its arithmetic,[34] which Palem developed with his PhD advisee Lakshmi Chakrapani, whose dissertation received the Sigma-Xi best PhD thesis award.[35] PCMOS technology has also been favorably reviewed in the press recently [36][37][38] when a chip for encryption that was 30 times more energy efficient was announced at the International Solid-State Circuits Conference in February 2009.[39]

Since 2008, Palem has also been a Baker Institute Rice Scholar and has been pursuing embedded computing and PCMOS technology based applications of benefit to society, particularly through the I-Slate as an educational tool for resource constrained societies. This project is being pursued in Southern India in collaboration with the International Institute of Information Technology, Hyderabad and ISNE at Nanyang Technological University.[40] As a part of their 125th anniversary, IEEE recognized I-Slate as one of the seven "Technologies That Will Change the Way Humans Interact with Machines, the World and Each Other".[41] Since 2015, his research focused on solving fundamental complexity questions in classical and quantum computing setting.[42]

Awards and fellowships edit

References edit

  1. ^ a b c d "Krishna.V.Palem". Rice University Computer Science.
  2. ^ "Institute for Sustainable Nanoelectronics". Nanyang Technological University.
  3. ^ a b . IEEE Computer Society. Archived from the original on 2011-10-02. Retrieved 2009-12-27.
  4. ^ (PDF). IEEE Computer Society. Archived from the original (PDF) on 2006-10-08. Retrieved 2020-02-19.
  5. ^ "NIT Trichy - DAA Recipients for 2007-08". www.nitt.edu. Retrieved 2017-02-27.
  6. ^ "Krishna Palem, Professor at Rice University (Resume)" (PDF). Rice University.
  7. ^ Zvi M. Kedem; Krishna V. Palem; Michael O. Rabin; A. Raghunathan. "Efficient Program Transformations for Resilient Parallel Computation via Randomization". ACM Symposium on Theory of Computing, 1992.
  8. ^ Krishna Palem; Barbara B. Simons. "Scheduling time-critical instructions on RISC machines". ACM Transactions on Programming Languages and Systems (TOPLAS, 1993.
  9. ^ . Embeddedtechnology.com. Archived from the original on 2011-07-10. Retrieved 2009-12-27.
  10. ^ a b Bernard Cole. "Design system compiles silicon straight from C code". EETimes.
  11. ^ a b "New Faculty". California Institute of Technology.
  12. ^ "Institute for Sustainable Nanoelectronics". Institute for Sustainable Nanoelectronics, Nanyang Institute of Technology, Singapore.
  13. ^ "CASES". Embedded Systems Week.
  14. ^ "Embedded Systems Week". Embedded Systems Week.
  15. ^ "NYU Lab Is Making Smart Devices Smarter". NYU Public Affairs.
  16. ^ Krishna V. Palem (1997). "End-to-end Solutions for Reconfigurable Systems: The Programming Gap and Challenges". Proceedings of the Thirtieth Hawaii International Conference on System Sciences. Vol. 1. 30th Hawaii International Conference on System Sciences (HICSS) Volume 1: Software Technology and Architecture, 1997. pp. 714–715. doi:10.1109/HICSS.1997.667456. ISBN 978-0-8186-7743-4. S2CID 20125814.
  17. ^ . Rice University. Archived from the original on 2011-07-20. Retrieved 2009-12-27.
  18. ^ a b c d Max Baron. "TECHNOLOGY 2001: ON A CLEAR DAY YOU CAN SEE FOREVER" (PDF). Microprocessor Report – The Insider Guide to Microprocessor Hardware.
  19. ^ Richard Goering. "C design goes 'soft'". EETimes.
  20. ^ Krishna Palem. "C-based architecture assembly supports custom design". EETimes.
  21. ^ a b K. V. Palem; H. Patel; S. Yalamanchili. "An Instruction Set Architecture to Aid Code Generation for Hardware Platforms Having Multiple Heterogeneous Functional Units". US Serial No. 09/715,578, November 2000.
  22. ^ "An Infrastructure for Research in Backend Compilation and Architecture Exploration". TRIMARAN Group.
  23. ^ "NYU Computer Lab Is Working On Challenge Of Bringing EPIC Technology To Embedded Systems". Science Blog.
  24. ^ "The IMPACT Research Group". The IMPACT Research Group.
  25. ^ "HP, University of Illinois and New York University Provide Advanced EPIC Compiler Research Infrastructure to Universities". freelibrary.com.
  26. ^ Krishna V. Palem. (PDF). Proceedings of the Intl. Symposium on Verification (Theory and Practice), 2003. Archived from the original (PDF) on 2011-06-07. Retrieved 2010-01-01.
  27. ^ Krishna V. Palem. "Energy Aware Algorithm Design via Probabilistic Computing: From Algorithms and Models to Moore's Law and Novel (Semiconductor) Devices" (PDF). Proceedings of the Intl. Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES),2003.
  28. ^ Krishna V. Palem; Suresh Cheemalavagu; Pinar Korkmaz; Bilge E. Akgul. "PROBABILISTIC AND INTROVERTED SWITCHING TO CONSERVE ENERGY IN A DIGITAL SYSTEM". United States Patent 7290154.
  29. ^ Suresh Cheemalavagu; Pinar Korkmaz; Krishna V. Palem. "Ultra Low-energy Computing via Probabilistic Algorithms and Devices: CMOS Device Primitives and the Energy-Probability Relationship" (PDF). SSDM 2004.
  30. ^ Pinar Korkmaz; Bilge E. S. Akgul; Krishna V. Palem; Lakshmi N. Chakrapani. (PDF). Japanese Journal of Applied Physics. Archived from the original (PDF) on 2010-06-06. Retrieved 2010-01-01.
  31. ^ a b "Probabilistic Chips". Technology Review published by MIT.
  32. ^ Lakshmi N. Chakrapani; Bilge E. S. Akgul; Suresh Cheemalavagu; Pinar Korkmaz; Krishna V. Palem; Balasubramanian Seshasayee. (PDF). Design Automation and Test in Europe Conference (DATE), 2006. Archived from the original (PDF) on 2011-06-07. Retrieved 2010-01-01.
  33. ^ Lakshmi N. Chakrapani; Krishna V. Palem. (PDF). Rice University, Department of Computer Science Technical Report,June 2008. Archived from the original (PDF) on 2011-06-07. Retrieved 2010-01-01.
  34. ^ Lakshmi N.B. Chakrapani; Kirthi Krishna Muntimadugu; Avinash Lingamneni; Jason George; Krishna V. Palem. (PDF). International conference on Compilers, Architectures, and Synthesis for Embedded Systems, (CASES) 2008. Archived from the original (PDF) on 2011-06-07. Retrieved 2010-01-01.
  35. ^ Department of ECE. "Chakrapani wins Sigma Xi Best PhD Thesis Award (March 2009)". Rice University.
  36. ^ "Professor works to revolutionize computer chips". Houston Chronicle. 2009-02-08.
  37. ^ Higginbotham, Stacey (2009-02-09). "Brave New Chip For a Brave New Wireless Future". New York Times. Retrieved 2010-05-07.
  38. ^ Fahey, Jonathan (2009-02-26). "A Chip That Is Probably Right". Forbes. Archived from the original on 2012-07-31.
  39. ^ ISSCC. "ISSCC Program" (PDF). International Solid-State Circuits Conference.
  40. ^ Krishna Palem; Al Barr; Avinash Lingamneni; Vincent Mooney; Rajeswari Pingali; Harini Sampath; Jayanthi Sivaswamy. (PDF). IEEE Conference on Technologies for Humanitarian Challenges, 2009. Archived from the original (PDF) on 2011-06-07. Retrieved 2009-12-27.
  41. ^ a b . IEEE. Archived from the original on 2009-05-29. Retrieved 2010-01-01.
  42. ^ Palem, Krishna; Pham, Duc Hung; Rao, M. V. Panduranga (2022-07-26). "Quantum learning of concentrated Boolean functions". Quantum Information Processing. 21 (7): 256. doi:10.1007/s11128-022-03607-5. ISSN 1573-1332. S2CID 251190150.
  43. ^ "Computing experts unveil superefficient 'inexact' chip". Rice University.
  44. ^ Avinash Lingamneni; Kirthi Krishna Muntimadugu; Christian Enz; Richard M Karp; Krishna Palem; Christian Piguet. "Algorithmic Methodologies for Ultra-efficient Inexact Architectures for Sustaining Technology Scaling". ACM International Conference on Computing Frontiers (CF 2012), 2012.
  45. ^ "ARCS 2012". ARCS.
  46. ^ "18 Indian Minds Who Are Doing Cutting Work". Forbes India.
  47. ^ . AAAS. Archived from the original on January 13, 2012.
  48. ^ . ACM. Archived from the original on 2009-10-03. Retrieved 2010-01-01.
  49. ^ "IEEE fellows". IEEE.
  50. ^ "Rice's Krishna Palem wins Guggenheim Fellowship".

External links edit

  • The Profile
  • Technology Review

krishna, palem, krishna, palem, computer, scientist, engineer, indian, origin, kenneth, audrey, kennedy, professor, computing, rice, university, director, institute, sustainable, nanoelectronics, isne, nanyang, technological, university, recognized, pioneering. Krishna V Palem is a computer scientist and engineer of Indian origin and is the Kenneth and Audrey Kennedy Professor of Computing at Rice University 1 and the director of Institute for Sustainable Nanoelectronics ISNE at Nanyang Technological University NTU 2 He is recognized for his pioneering contributions to the algorithmic compilation and architectural foundations of embedded computing as stated in the citation of his 2009 Wallace McDowell Award 3 the highest technical award made solely by the IEEE Computer Society 4 Krishna V PalemBorn1963 age 60 61 Alma materUniversity of Texas at Austin National Institute of Technology TiruchirappalliAwardsW Wallace McDowell Award Fellow AAAS ACM IEEE Guggenheim Fellow Moore Scholar at Caltech Scientific careerFieldsAlgorithms Applied Mathematics Computer architecture Circuits Compilers Devices Embedded Computing PhysicsInstitutionsRice University US NYU US Georgia Institute of Technology US Nanyang Technological University Singapore Contents 1 Education 2 Career 3 Research 4 Awards and fellowships 5 References 6 External linksEducation editDr Krishna V Palem received his BE degree in Electronics and Communication Engineering from Regional Engineering College Tiruchirappalli now National Institute of Technology Tiruchirappalli in 1979 5 He obtained his Master of Science and Doctorate of Philosophy degree in Electrical and Computer Engineering from University of Texas at Austin 6 Career editHe started his career in 1986 as a Research Staff Member at the IBM Thomas J Watson Research Center where he worked on Probabilistic Algorithms 7 and Optimizing Compilers 8 till 1994 Since 1994 he held tenured faculty positions at the Courant Institute of Mathematical Sciences at NYU 1994 1999 and Georgia Institute of Technology 1999 2006 Since 2007 he has been at Rice University with joint appointments in Computer Science Electrical and Computer Engineering and Statistics 1 In 2000 Palem co founded the Proceler Inc an Atlanta based venture funded company and served as its Chief Technology Officer 9 10 In 2006 2007 he was both a Canon visiting professor at Nanyang Technological University Singapore and a Moore Distinguished Faculty Fellow at the California Institute of Technology 11 In 2007 he also founded the Institute for Sustainable Nanoelectronics ISNE at Nanyang Technological University Singapore and served as its director till 2013 12 In 1998 with Guang Gao he started the International Conference on Compilers Architecture and Synthesis for Embedded Systems CASES workshop series 13 which has since grown into the ACM IEEE sponsored CASES symposium one of the three anchor conferences of the Embedded Systems Week ESWeek 14 Research editAfter he moved to NYU in 1994 he founded and headed one of the earliest computer science laboratories in academia on the topic of Embedded Computing called Real time Compilation Technologies and Instruction Level Parallelism ReaCT ILP within the Courant Institute of Mathematical Sciences 15 His views expressed in 1996 suggesting the need for programming tools and software support to eventually compile algorithms implemented in standard and widely used languages such as C onto the hardware platforms 16 was the mission statement of this laboratory His PhD advisee Suren Talla s dissertation on this topic Adaptive EPIC Architectures and their Compilers was awarded the Janet Fabri prize 17 Palem fully developed this concept through architecture assembly 18 through Proceler Inc 19 Architecture assembly 20 was the foundation of the product offering by Proceler Inc and was first documented in a patent that Proceler Inc filed in 2002 21 Architecture assembly produced custom hardware having pre synthesized computing elements readily available and using a compiler to rapidly choose and assemble an application specific and therefore a Dynamically VAriable Instruction SeT Architecture DVAITA 10 21 The Analysts Choice Awards recognized this technology as one of the four nominees for the category of Outstanding technology of 2001 18 Speaking about this award nomination Max Baron the editor in chief of Microprocessor report said that this technology may develop or be reborn into variants that can change our view of configurable processors extensions of instruction sets hardware interpreters and application specific accelerators 18 Under Palem s direction the React ILP laboratory developed the TRIMARAN system 22 23 co developed with the CAR group of HP Labs and the Impact project 24 of the University of Illinois and was aimed at helping universities conduct research on the then emerging EPIC technology embodied in the Itanium processor 25 Since 2002 Palem has been developing the thermodynamic foundations 26 27 for radically new ways of approaching the challenge of lowering energy consumption by trading computational accuracy The implementation of this principle in the context of CMOS devices lead to the invention of a widely known patented technology called the Probabilistic CMOS PCMOS 28 29 30 which Technology Review published by MIT recognized as one of the 10 technologies that are most likely to change the way we live in 2008 31 PCMOS was shown to be useful in designing energy and power efficient architectures by his group 32 Logic and arithmetic being the building blocks of such architectures PCMOS motivated a new Probabilistic Boolean Logic PBL 33 and its arithmetic 34 which Palem developed with his PhD advisee Lakshmi Chakrapani whose dissertation received the Sigma Xi best PhD thesis award 35 PCMOS technology has also been favorably reviewed in the press recently 36 37 38 when a chip for encryption that was 30 times more energy efficient was announced at the International Solid State Circuits Conference in February 2009 39 Since 2008 Palem has also been a Baker Institute Rice Scholar and has been pursuing embedded computing and PCMOS technology based applications of benefit to society particularly through the I Slate as an educational tool for resource constrained societies This project is being pursued in Southern India in collaboration with the International Institute of Information Technology Hyderabad and ISNE at Nanyang Technological University 40 As a part of their 125th anniversary IEEE recognized I Slate as one of the seven Technologies That Will Change the Way Humans Interact with Machines the World and Each Other 41 Since 2015 his research focused on solving fundamental complexity questions in classical and quantum computing setting 42 Awards and fellowships editReceived the Best Paper Award at the ACM International Conference on Computer Frontiers 2012 43 44 Received the Best Paper Award at the International Conference on Architecture of Computing Systems ARCS 2050 45 Ranked 2 in a list of 18 of the finest minds of Indian origin by Forbes India 2012 46 Fellow of the American Association for the Advancement of Science 2011 47 2020 W Wallace McDowell Award IEEE Computer Society s highest technical award for pioneering contributions to the algorithmic compilation and architectural foundations of embedded graphics 3 I Slate featured at the IEEE s 125th anniversary as one of the seven Technologies That Will Change the Way Humans Interact with Machines the World and Each Other 2009 41 PCMOS recognized by Technology Review published by MIT as one of the 10 technologies that we think are most likely not to change the way we live 2008 31 Moore Distinguished Faculty Fellow California Institute of Technology 2006 07 11 Canon Visiting Professor at Nanyang Technological University Singapore Fellow of the ACM 2006 for contributions to compiler optimization and embedded computing 48 Fellow of the IEEE 2004 for contributions to embedded computing 49 Invited Professor Ecole Normale Superieure Paris France 2004 05 DVAITA Nominee Outstanding technology by Analysts Choice 2002 18 Teaching Excellence The Hebrew University of Jerusalem 1999 1 External Recognition Award IBM Research Division 1994 1 Guggenheim Fellowship 50 References edit a b c d Krishna V Palem Rice University Computer Science Institute for Sustainable Nanoelectronics Nanyang Technological University a b Past recipients for W Wallace McDowell Award IEEE Computer Society Archived from the original on 2011 10 02 Retrieved 2009 12 27 IEEE COMPUTER SOCIETY POLICIES AND PROCEDURES MANUAL PDF IEEE Computer Society Archived from the original PDF on 2006 10 08 Retrieved 2020 02 19 NIT Trichy DAA Recipients for 2007 08 www nitt edu Retrieved 2017 02 27 Krishna Palem Professor at Rice University Resume PDF Rice University Zvi M Kedem Krishna V Palem Michael O Rabin A Raghunathan Efficient Program Transformations for Resilient Parallel Computation via Randomization ACM Symposium on Theory of Computing 1992 Krishna Palem Barbara B Simons Scheduling time critical instructions on RISC machines ACM Transactions on Programming Languages and Systems TOPLAS 1993 Proceler to Preview First C based Soft Processor Design Capability at ESC 2001 Embeddedtechnology com Archived from the original on 2011 07 10 Retrieved 2009 12 27 a b Bernard Cole Design system compiles silicon straight from C code EETimes a b New Faculty California Institute of Technology Institute for Sustainable Nanoelectronics Institute for Sustainable Nanoelectronics Nanyang Institute of Technology Singapore CASES Embedded Systems Week Embedded Systems Week Embedded Systems Week NYU Lab Is Making Smart Devices Smarter NYU Public Affairs Krishna V Palem 1997 End to end Solutions for Reconfigurable Systems The Programming Gap and Challenges Proceedings of the Thirtieth Hawaii International Conference on System Sciences Vol 1 30th Hawaii International Conference on System Sciences HICSS Volume 1 Software Technology and Architecture 1997 pp 714 715 doi 10 1109 HICSS 1997 667456 ISBN 978 0 8186 7743 4 S2CID 20125814 School of Engineering adds twelve new faculty Rice University Archived from the original on 2011 07 20 Retrieved 2009 12 27 a b c d Max Baron TECHNOLOGY 2001 ON A CLEAR DAY YOU CAN SEE FOREVER PDF Microprocessor Report The Insider Guide to Microprocessor Hardware Richard Goering C design goes soft EETimes Krishna Palem C based architecture assembly supports custom design EETimes a b K V Palem H Patel S Yalamanchili An Instruction Set Architecture to Aid Code Generation for Hardware Platforms Having Multiple Heterogeneous Functional Units US Serial No 09 715 578 November 2000 An Infrastructure for Research in Backend Compilation and Architecture Exploration TRIMARAN Group NYU Computer Lab Is Working On Challenge Of Bringing EPIC Technology To Embedded Systems Science Blog The IMPACT Research Group The IMPACT Research Group HP University of Illinois and New York University Provide Advanced EPIC Compiler Research Infrastructure to Universities freelibrary com Krishna V Palem Proof as Experiment Probabilistic Algorithms from a Thermodynamic Perspective PDF Proceedings of the Intl Symposium on Verification Theory and Practice 2003 Archived from the original PDF on 2011 06 07 Retrieved 2010 01 01 Krishna V Palem Energy Aware Algorithm Design via Probabilistic Computing From Algorithms and Models to Moore s Law and Novel Semiconductor Devices PDF Proceedings of the Intl Conference on Compilers Architecture and Synthesis for Embedded Systems CASES 2003 Krishna V Palem Suresh Cheemalavagu Pinar Korkmaz Bilge E Akgul PROBABILISTIC AND INTROVERTED SWITCHING TO CONSERVE ENERGY IN A DIGITAL SYSTEM United States Patent 7290154 Suresh Cheemalavagu Pinar Korkmaz Krishna V Palem Ultra Low energy Computing via Probabilistic Algorithms and Devices CMOS Device Primitives and the Energy Probability Relationship PDF SSDM 2004 Pinar Korkmaz Bilge E S Akgul Krishna V Palem Lakshmi N Chakrapani Advocating Noise as an Agent for Ultra Low Energy Computing Probabilistic CMOS Devices and Their Characteristics PDF Japanese Journal of Applied Physics Archived from the original PDF on 2010 06 06 Retrieved 2010 01 01 a b Probabilistic Chips Technology Review published by MIT Lakshmi N Chakrapani Bilge E S Akgul Suresh Cheemalavagu Pinar Korkmaz Krishna V Palem Balasubramanian Seshasayee Ultra Efficient Embedded SOC Architectures based on Probabilistic CMOS PCMOS Technology PDF Design Automation and Test in Europe Conference DATE 2006 Archived from the original PDF on 2011 06 07 Retrieved 2010 01 01 Lakshmi N Chakrapani Krishna V Palem A Probabilistic Boolean Logic and its Meaning PDF Rice University Department of Computer Science Technical Report June 2008 Archived from the original PDF on 2011 06 07 Retrieved 2010 01 01 Lakshmi N B Chakrapani Kirthi Krishna Muntimadugu Avinash Lingamneni Jason George Krishna V Palem Highly Energy and Performance Efficient Embedded Computing Through Approximately Correct Arithmetic A Mathematical Foundation and Preliminary Experimental Validation PDF International conference on Compilers Architectures and Synthesis for Embedded Systems CASES 2008 Archived from the original PDF on 2011 06 07 Retrieved 2010 01 01 Department of ECE Chakrapani wins Sigma Xi Best PhD Thesis Award March 2009 Rice University Professor works to revolutionize computer chips Houston Chronicle 2009 02 08 Higginbotham Stacey 2009 02 09 Brave New Chip For a Brave New Wireless Future New York Times Retrieved 2010 05 07 Fahey Jonathan 2009 02 26 A Chip That Is Probably Right Forbes Archived from the original on 2012 07 31 ISSCC ISSCC Program PDF International Solid State Circuits Conference Krishna Palem Al Barr Avinash Lingamneni Vincent Mooney Rajeswari Pingali Harini Sampath Jayanthi Sivaswamy I Slate Ethnomathematics and Rural Education PDF IEEE Conference on Technologies for Humanitarian Challenges 2009 Archived from the original PDF on 2011 06 07 Retrieved 2009 12 27 a b IEEE 125th Anniversary media roundtable IEEE Archived from the original on 2009 05 29 Retrieved 2010 01 01 Palem Krishna Pham Duc Hung Rao M V Panduranga 2022 07 26 Quantum learning of concentrated Boolean functions Quantum Information Processing 21 7 256 doi 10 1007 s11128 022 03607 5 ISSN 1573 1332 S2CID 251190150 Computing experts unveil superefficient inexact chip Rice University Avinash Lingamneni Kirthi Krishna Muntimadugu Christian Enz Richard M Karp Krishna Palem Christian Piguet Algorithmic Methodologies for Ultra efficient Inexact Architectures for Sustaining Technology Scaling ACM International Conference on Computing Frontiers CF 2012 2012 ARCS 2012 ARCS 18 Indian Minds Who Are Doing Cutting Work Forbes India AAAS fellows AAAS Archived from the original on January 13 2012 ACM fellows ACM Archived from the original on 2009 10 03 Retrieved 2010 01 01 IEEE fellows IEEE Rice s Krishna Palem wins Guggenheim Fellowship External links editThe Profile Technology Review Retrieved from https en wikipedia org w index php title Krishna Palem amp oldid 1178216482, wikipedia, wiki, book, books, library,

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