DESIGN, MANUFACTURE AND EVALUATION OF A SCALABLE HIGH-PERFORMANCE NEURAL SYSTEM

Authors
BOLOURI H MORGAN P GURNEY K
Citation
H. Bolouri et al., DESIGN, MANUFACTURE AND EVALUATION OF A SCALABLE HIGH-PERFORMANCE NEURAL SYSTEM, Electronics Letters, 30(5), 1994, pp. 426-427
Citations number
7
Categorie Soggetti
Engineering, Eletrical & Electronic
Journal title
Electronics Letters → ACNP
ISSN journal
00135194
Volume
30
Issue
5
Year of publication
1994
Pages
426 - 427
Database
ISI
SICI code
0013-5194(1994)30:5<426:DMAEOA>2.0.ZU;2-3
Abstract
The Letter describes a scalable neural system, HyperNet, based on a pr obabilistic RAM-based architecture and using a custom VLSI IC. A syste m using five HyperNet VLSI ICs and capable of realising up to 10 240 n eurons has been designed, manufactured and demonstrated to have the po tential to learn more than three orders of magnitude faster than simul ations on current workstations.