What is included with this book?
The Theoretical Bases of Learning | p. 1 |
The Statistical Bases on Learning | p. 5 |
PAC Meditation on Boolean Formulas | p. 41 |
Learning Regression Functions | p. 61 |
Cooperative Games in a Stochastic Environment | p. 75 |
If-Then-Else and Rule Extraction from Two Sets of Rules | p. 87 |
Extracting Interpretable Fuzzy Knowledge from Data | p. 109 |
Fuzzy Methods for Simplifying a Boolean Formula Inferred from Examples | p. 117 |
Physical Aspects of Learning | p. 135 |
On Mapping and Maps in the Central Nervous System | p. 139 |
Molecular Basis of Learning and Memory: Modelling Based on Receptor Mosaics | p. 165 |
Physiological and Logical Brain Functionalities: A Hypothesis for a Self-Referential Brain Activity | p. 197 |
Modeling of Spontaneous Bursting Activity Observed in In-Vitro Neural Networks | p. 219 |
The Importance of Data for Training Intelligent Devices | p. 229 |
Learning and Checking Confidence Regions for the Hazard Function of Biomedical Data | p. 251 |
Systems that Bridge the Gap | p. 273 |
Integrating Symbol-Oriented and Sub-Symbolic Reasoning Methods into Hybrid Systems | p. 275 |
From the Unconscious to the Conscious | p. 293 |
On Neural Networks, Connectionism and Brain-Like Learning | p. 315 |
Adaptive Computation in Data Structures and Webs | p. 343 |
IUANT: An Updating Method for Supervised Neural Structures | p. 363 |
Conclusions | p. 371 |
References | p. 372 |
Index | p. 385 |
Table of Contents provided by Blackwell. All Rights Reserved. |
The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.
The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.