Non-Linear Feedback Neural Networks: VLSI Implementations and Applications

This book aims to present a viable alternative to the Hopfield Neural Network (HNN) model for analog computation. It is well known the standard HNN suffers from problems of convergence to local minima, and requirement of a large number of neurons and synaptic weights. Therefore, improved solutions are needed. The non-linear synapse neural network (NoSyNN) is one such possibility and is discusse…

Innovations in Bio-inspired Computing and Applications: Proceedings of the 4t…

This volume of Advances in Intelligent Systems and Computing contains accepted papers presented at IBICA2013, the 4th International Conference on Innovations in Bio-inspired Computing and Applications. The aim of IBICA 2013 was to provide a platform for world research leaders and practitioners, to discuss the full spectrum of current theoretical developments, emerging technologies, and innovati…

Recent Advances of Neural Network Models and Applications: Proceedings of the…

This volume collects a selection of contributions which has been presented at the 23rd Italian Workshop on Neural Networks, the yearly meeting of the Italian Society for Neural Networks (SIREN). The conference was held in Vietri sul Mare, Salerno, Italy during May 23-24, 2013. The annual meeting of SIREN is sponsored by International Neural Network Society (INNS), European Neural Network Societ…

Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assem…

This book describes a set of novel statistical algorithms designed to infer functional connectivity of large-scale neural assemblies. The algorithms are developed with the aim of maximizing computational accuracy and efficiency, while faithfully reconstructing both the inhibitory and excitatory functional links. The book reports on statistical methods to compute the most significant functional …

Advances in Neural Computation, Machine Learning, and Cognitive Research IV

This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on …

Proceedings of the 22nd Engineering Applications of Neural Networks Conference

This book contains the proceedings of the 22nd EANN “Engineering Applications of Neural Networks” 2021 that comprise of research papers on both theoretical foundations and cutting-edge applications of artificial intelligence. Based on the discussed research areas, emphasis is given in advances of machine learning (ML) focusing on the following algorithms-approaches: Augmented ML, autoencode…

Advanced Neural Network-Based Computational Schemes for Robust Fault Diagnosis

The present book is devoted to problems of adaptation of artificial neural networks to robust fault diagnosis schemes. It presents neural networks-based modelling and estimation techniques used for designing robust fault diagnosis schemes for non-linear dynamic systems. A part of the book focuses on fundamental issues such as architectures of dynamic neural networks, methods for designing of…

FUZZY AND NEURAL APPROACHES IN ENGINEERING

Edition

-

ISBN/ISSN

0-471-16003-2

Collation

xix, 587 p. : ill. ; 25 cm

Series Title

-

Call Number

620.0028 Tso f

A Geometric Approach to the Unification of Symbolic Structures and Neural Net…

Edition

-

ISBN/ISSN

-

Collation

xii, 145 p.:Ill.

Series Title

-

Call Number

006.32 Don a

Network Management with Smart Systems

Edition

-

ISBN/ISSN

0-07-003600-4

Collation

326 p. : ill. ; 23 cm

Series Title

-

Call Number

004.6 Bal n

NEURAL NETWORKS FOR SIGNAL PROCESSING

Edition

-

ISBN/ISSN

0-13-614694-5

Collation

xv, 399 p.; 24 cm.

Series Title

-

Call Number

621.381 Nue n

Neural Computation and Self-Organizing Maps: AN INTRODUCTION

Edition

-

ISBN/ISSN

0-201-55443-7

Collation

306 p.; 24 cm.

Series Title

-

Call Number

006.3 Rit n

PARLLEL DIGITAL IMPLEMENTATIONS OF NEURAL NETWORKS

Edition

-

ISBN/ISSN

0-13-649161-8

Collation

xiv, 210 p.;ill.;24cm

Series Title

-

Call Number

006.3 Prz p

Neural Networks: Algorithms, Applications, and Programming Techniques

Edition

1

ISBN/ISSN

0-201-51376-5

Collation

xii,401 p. : ill. ; 24 cm.

Series Title

-

Call Number

006.3 Fre n

NEURAL NETWORKS AND FUZZY SYSTEMS; A DYNAMICAL SYSTEMS APPROACH TO MACHINE IN…

Edition

1

ISBN/ISSN

0-13-612334-1

Collation

xxvii, 449p.;ill.;tab.;24cm

Series Title

-

Call Number

006.3 Kos n

NEURAL NETWORKS AND FUZZY SYSTEMS; A Dynamical Systems Approach to Machine In…

Edition

1

ISBN/ISSN

0-13-611435-0

Collation

xxvii, 449p.;ill.;24cm

Series Title

-

Call Number

006.3 Kos n