Vlsi Neural Network Syst V2#1 (Hardcover)

"VLSI Neural Network Systems" introduces state-of-the-art research for implementing neural networks in electronic circuits, particularly digital circuits, and describes the major applications of neural networks. this book reviews the development of neural networks as a prerequisite to obtaining real-time performance. The functions of single neurons are characterized, and special consideration is paid to key functions required of neural chips (input/output representation, synaptic multiplication, spatial summations, temporal summations and output functions) and to the various methods used to realize these key components in electronic circuits. Current research on hardware implementation is surveyed. finally, the author provides a detailed description of his own research on the development of a new PDM digital neural chip and the performance of a PDM digital netowrk system.