Manufacturer: Institute of Electrical & Electronics Enginee
Number of Items: 1
Binding: Hardcover
Author: Texas) International Conference on Innovative Systems in Silicon (8th : 1996 : Austin
Publisher: Institute of Electrical & Electronics Enginee
Dewey Decimal Number: 621
Publication Date: 1996-10
Reading Level: 391
Description: This conference provides a broad view of the diverse arena of innovation. From this broad perspective, a wide variety of novel approaches under investigation and under development is assessed. Topics presented at this conference combine to provide a rich tapestry of capabilities through which VLSI technologies can be extended in new directions. The focus is on many aggressive extensions of circuit and packaging technologies which are addressing limitations of speed, size, and architectural capabilities.
Description: 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.
Description: These volumes review late 1980s/early 1990s state-of-the-art developments in computer-aided design and analysis techniques. Contributions from researchers and practitioners include discussions of parallel algorithms and fundamental operations in cryptography, systolic arrays and pipelined designs.
