Search records | 東京工業大学附属図書館蔵書検索

目次情報: 続きを見る

Data Fitting with Linear Models

Pattern Recognition

Multilayer Perceptrons

Designing and Training MLPs

Function Approximation with MLPs, Radial Basis Functions, and Support Vector Machines

Hebbian Learning and Principal Component Analysis

Competitive and Kohonen Networks

Principles of Digital Signal Processing

Adaptive Filters

Temporal Processing with Neural Networks

Training and Using Recurrent Networks

Appendices

Glossary

Index

Data Fitting with Linear Models

Pattern Recognition

Multilayer Perceptrons

目次情報: 続きを見る

Selected papers only

Preface / Kohonen Maps

Analyzing and representing multidimentional quantitative and qualitative data: Demographic study of the / RhÃ´ne valley

The domeatic consumption of the Canadian families / M. Cottrell ; P. Gaubert ; P. Letremy ; P. Rousset

Value maps: Finding value in markets that are expensive / G.J. Deboeck

Data mining and knowledge discovery with emergent Self-Organizing Feature Maps for multivariate time series / A. Ultsch

Tree structured Self-Organizing Maps / P. Koikkalainen

On the optimization of Self-Organizing Maps by genetic algorithms / D. Polani

Self organization of a massive text document collection / T. Kohonen ; S. Kaski ; K. Lagus ; J. SalojÃ¡rvi ; J. Honkela ; V. Paatero ; A. Saarela

Document classification with Self-Organizing Maps / D. Merkl

Navigation in databases using Self-Organizing Maps / S.A. Shumsky

Self-Organising Maps in computer aided design of electronic circuits / A. Hemani ; A. Postula

Modeling self-organization in the visual cortex / R. Miikkulainen ; J.A. Bednar ; Y. Choe ; J. Sirosh

A spatio-temporal memory based on SOMs with activity diffusion / N.R. Euliano ; J.C. Principe

Advances in modeling cortical maps / P.G. Morasso ; V. Sanguineti ; F. Frisone

Topology preservation in Self-Organizing Maps / T. Villmann

Second-order learing in Self-Organizing Maps / R. Der ; M. Herrmann

Energy functions for Self-Organizing Maps / T. Heskes

LVQ and single trial EEG classification / G. Pfurtscheller ; M. Pregenzer

Self-Organizing Map in categorization of voice qualities / L. Leinonen

Self-Organizing Map in analysis of large-scale industrial systems / O. Simula ; J. Ahola ; E. Alhoniemi ; J. Himberg ; J. Vesanto

Keyword index

Selected papers only

Preface / Kohonen Maps

Analyzing and representing multidimentional quantitative and qualitative data: Demographic study of the / RhÃ´ne valley