Title :
Neural network algorithms and implementations
Author :
Collins, Dean R. ; Penz, P. Andrew ; Barton, J. Brock
Author_Institution :
Texas Instrum. Inc., Dallas, TX, USA
Abstract :
Most neural network development is being performed on special-purpose digital accelerator systems. Semiconductor neural network chip development has not been as fruitful as originally projected. A reexamination is made of the criteria for a successful neural network chip, and relaxations are suggested in several areas. An example is given of a restricted use neural network chip which can be fabricated using present digital semiconductor technology
Keywords :
digital integrated circuits; integrated circuit technology; neural nets; digital accelerator systems; digital semiconductor technology; neural network chip development; restricted use; Backpropagation algorithms; Chip scale packaging; Digital signal processing chips; Instruments; Laboratories; Neural networks; Neurons; Proposals; Radar; Sun;
Conference_Titel :
Circuits and Systems, 1990., IEEE International Symposium on
Conference_Location :
New Orleans, LA
DOI :
10.1109/ISCAS.1990.112503
