Keyword : perceptron


Geometric Properties of Quasi-Additive Learning Algorithms
Kazushi IKEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/10/01
Vol. E89-A  No. 10 ; pp. 2812-2817
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Control, Neural Networks and Learning
Keyword: 
quasi-additive algorithmsperceptroninformation geometry
 Summary | Full Text:PDF(208KB)

Analysis of the Effects of Offset Errors in Neural LSIs
Fuyuki OKAMOTO Hachiro YAMADA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/09/25
Vol. E80-A  No. 9 ; pp. 1640-1646
Type of Manuscript:  PAPER
Category: Analog Signal Processing
Keyword: 
neural networkanalog LSIoffset errorstochastic gradient descent ruleperceptron
 Summary | Full Text:PDF(526.6KB)

A Sparse Memory Access Architecture for Digital Neural Network LSIs
Kimihisa AIHARA Osamu FUJITA Kuniharu UCHIMURA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 1997/07/25
Vol. E80-C  No. 7 ; pp. 996-1002
Type of Manuscript:  Special Section PAPER (Special Issue on New Concept Device and Novel Architecture LSIs)
Category: Neural Networks and Chips
Keyword: 
neural networkdigital LSIperceptrondata-driven
 Summary | Full Text:PDF(597.5KB)

Geometry of Admissible Parameter Region in Neural Learning
Kazushi IKEDA Shun-Ichi AMARI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/06/25
Vol. E79-A  No. 6 ; pp. 938-943
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
perceptronlearning curvestochastic geometryconvex hull
 Summary | Full Text:PDF(413.6KB)