Neuromorphic circuits :a constructive approach /

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Neuromorphic circuits :a constructive approach /

Institute of Physics (Great Britain), - Personal Name; Parker, Alice Cline, - Personal Name; Cattell, R. G. G. - Personal Name;

"Version: 20231101"--Title page verso.Includes bibliographical references.1. Introduction / Alice C. Parker, Rick Cattell, Rami Alzahrani, Chih-Chieh Hsu, Yilda Irizarry-Valle, Jon Joshi, Rebecca Lee, Pezhman Mamdouh, Jason Mahvash and Ko-Chung Tseng -- 2. Introduction to neuromorphic circuits / Alice C. Parker and Rick Cattell -- 3. Approach to neuromorphic circuits / Alice C. Parker -- 4. Mathematical models / Alice C. Parker, Yilda Irizarry-Valle, Rebecca Lee and Suraj Chakravarthi Raja -- 5. The axon and the spiking mechanism / Chih-Chieh Hsu and Alice C. Parker -- 6. Neural input circuits--the synapse / Chih-Chieh Hsu, Jon Joshi and Alice C. Parker -- 7. The passive dendritic arbor / Chih-Chieh Hsu and Alice C. Parker -- 8. Dendritic spiking and dendritic plasticity / Chih-Chieh Hsu and Alice C. Parker -- 9. Variable neural behavior / Jason Mahvash, Kun Yue and Alice C. Parker -- 10. Learning and strengthening / Jon Joshi, Kun Yue, Eric Evans, Dena Giovinazzo and Alice C. Parker -- 11. Astrocytes / Jon Joshi, Yilda Irizarry-Valle, Rebecca Lee and Alice C. Parker -- 12. The retina / Ko-Chung Tseng and Alice C. Parker -- 13. The neural code / Rami Alzahrani and Alice C. Parker -- 14. Other neural codes / Rebecca K. Lee and Alice C. Parker -- 15. Circuits with nanotechnologies / Kun Yue, Jon Joshi, Chih-Chieh Hsu, Rebecca K. Lee and Alice C. Parker -- 16. Advanced topics / Chih-Chieh Hsu, Yilda Irizarry-Valle, Ko-Chung Tseng, Pezhman Mamdouh and Alice C. Parker -- 17. Neuromorphic systems / Rick Cattell, Michael Boemler-Rudolph Mercury and Alice C. Parker -- 18. Epilogue / Alice C. Parker and Rick Cattell.This reference text is the result of an evolving course at the University of Southern California on CMOS/Nano Neuromorphic Circuits, taught at graduate level. The book covers early neuromorphic circuits and focuses on circuits in the BioRC project, with examples taken from other concurrent projects. The text begins with an introduction to human neuroscience. It summarizes a short history of neuromorphic circuits and presents an extended discussion of the challenges of building an artificial brain with analog neuromorphic circuits. An approach to neuromorphic circuits taken from Parker's BioRC project follows. A review of relevant mathematical models of neural behavior is covered, as well as basic neural circuits modeling neurons and synapses. The text contains more advanced neuromorphic circuits and a collection of BioRC approaches to nanotechnologies. Part of IPEM-IOP Series in Physics and Engineering in Medicine and Biology.Graduate students in biomedical engineering and electrical engineering in related medical subspecialities.Also available in print.Mode of access: World Wide Web.System requirements: Adobe Acrobat Reader, EPUB reader, or Kindle reader.Alice C. Parker received BSEE and PhD degrees from North Carolina State University and an MSEE from Stanford University. Dr Parker is a Professor Emerita and former Dean's Professor of Electrical Engineering at the University of Southern California. She has been involved in digital system synthesis research since 1975. Her current research activities are developing electronic neural circuits using nanotechnology models of circuit elements, the preliminary steps necessary to construct a synthetic brain. She and her colleagues produced a synapse containing a carbon nanotube transistor. She has been honored with an NSF Faculty Award for Women Scientists and Engineers. Dr Parker is a winner of a Viterbi teaching award, an award from South Central Scholars in appreciation of her work in mentoring talented but underrepresented college- bound scholars in the USC University Park neighborhood, an IEEE-USA Award for distinguished Literary Contributions and a mentoring award given by ASEE. Rick Cattell was most recently an independent consultant in database systems. He previously worked as a Distinguished Engineer at Sun Microsystems, most recently on open source database systems and distributed database scaling. Dr. Cattell was best known for his contributions in database and server software, including database scalability, enterprise Java, object/relational mapping, object-oriented databases, and database interfaces. He is the author of several dozen papers, five books, and eight US patents. At Sun, he instigated the Enterprise Java, Java DB, and Java Blend projects, and was a contributor to a number of Java APIs and products. He previously developed the Cedar DBMS at Xerox PARC, the Sun Simplify database GUI, and SunSoft's CORBA-database integration. He was a co-founder of SQL Access (a predecessor to ODBC), the founder and chair of the Object Data Management Group (ODMG), the co-creator of JDBC, the author of the world's first book on object/relational and object databases, a recipient of the ACM Outstanding PhD Dissertation Award, and an ACM Fellow.Title from PDF title page (viewed on December 1, 2023).

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Series Title: -
Call Number: -
Publisher: : .,
Collation: 1 online resource (various pagings) :illustrations (some color).
Language: English
ISBN/ISSN: 9780750350976
Classification: 621.39/5
Content Type: -
Media Type: -
Carrier Type: -
Edition: -
Subject(s): Pre-clinical medicine - basic sciences.
Neuromorphics.
Neural computers
Analog CMOS integrated circuits.
MEDICAL / Neuroscience.
Specific Detail Info: -
Statement of Responsibility: edited by Alice C. Parker, Rick Cattell.

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