The
Neural Simulation Language
A
System for Brain Modeling
by
Alfredo
Weitzenfeld (ITAM)
Michael Arbib (USC)
Amanda Alexander (USC)
July
2002
www.neuralsimulationlanguage.org
The NSL book is based on a totally restructured version 3.0 of the NSL simulator. The aim of the book is to provide a comprehensive description of the updated NSL software and to present a wide range of neural network models, both technological and biological, that have been implemented in NSL by different authors. The software accompanying the book as well as all models documented in the book can be obtained free of charge at our web site.
The book is divided as follows:
Chapter |
Cover, Contents and Preface |
PART I |
PART II |
8 Adaptive Resonance Theory by Tanaka and Weitzenfeld |
9 Depth Perception by Weitzenfeld and Arbib |
10 Retina by Corbacho and Weitzenfeld |
11 Receptive Fields by Moran, Chacón, Andrade and Weitzenfeld |
12 The Associative Search Network: Landmark Learning and Hill Climbing by Bota and Guazzelli |
13 A Model of Primate Visual-Motor Conditional Learning by Fagg and Weitzenfeld |
14 The Modular Design of the Oculomotor System in Monkeys by Dominey, Arbib, and Alexander |
15 Crowley-Arbib Saccade Model by Crowley, Oztop, and Mármol |
16 A Cerebellar Model of Sensorimotor Adaptation by Spoelstra |
17 Learning to Detour by Corbacho and Weitzenfeld |
18 Face Recognition by Dynamic Link Matching by Wiskott, von der Malsburg and Weitzenfeld |
Appendices |
AI NSLM Methods |
AII NSLJ Extensions |
AIII NSLC Extensions |
Bibliography |
Index |