DocumentCode
285796
Title
Pulse techniques in neural VLSI: a review
Author
Murray, Alan
Author_Institution
Dept. of Electr. Eng., Edinburgh, UK
Volume
5
fYear
1992
fDate
10-13 May 1992
Firstpage
2204
Abstract
The use of pulse-encoding in neural VLSI circuits is described, along with the motivation and rationale behind it. Options for synaptic multiplication and neural aggregation are discussed and an example presented. The author presents the options with respect to pulse stream arithmetic and coding at the microscopic neuron/synapse level, including those considered to be nonoptimal. Issues in pulse stream neural VLSI, and analog neural VLSI in general, are discussed
Keywords
VLSI; analogue processing circuits; encoding; neural chips; pulse amplitude modulation; pulse frequency modulation; pulse width modulation; pulse-code modulation; reviews; analog neural VLSI; microscopic neuron/synapse level; neural VLSI circuits; neural aggregation; pulse stream arithmetic; pulse-encoding; review; synaptic multiplication; CMOS process; Computer architecture; Computer networks; Digital control; Nervous system; Neural networks; Neurofeedback; Neurons; Pulse circuits; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1992. ISCAS '92. Proceedings., 1992 IEEE International Symposium on
Conference_Location
San Diego, CA
Print_ISBN
0-7803-0593-0
Type
conf
DOI
10.1109/ISCAS.1992.230553
Filename
230553
Link To Document