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Pulse arithmetic in VLSI neural networks

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1 Author(s)
A. F. Murray ; Dept. of Electr. Eng., Edinburgh Univ., UK

This review explores the use of biological signaling methods to build silicon networks. Recent designs using a technique called 'pulse stream', which employs fully analog, dynamic weight storage, are described. The pulse-stream concept is explained, and a comparison is made with conventional analog neural networks. An analog synapse based on the pulse-stream approach is presented. Chip details and simulation results are given.<>

Published in:

IEEE Micro  (Volume:9 ,  Issue: 6 )