Corticonics: Neural Circuits of the Cerebral Cortex

M. Abeles

doi:10.1017/CBO9780511574566

Understanding how the brain works is probably the greatest scientific and intellectual challenge of our generation. The cerebral cortex is the instrument by which we carry the most complex mental functions. Fortunately, there exists an immense body of knowledge concerning both cortical structure and the properties of single neurons in the cortex. With the advent of the supercomputer, there has been increased interest in neural network modeling. What is needed is a new approach to an understanding of the mammalian cerebral cortex that will provide a link between the physiological description and the computer model. This book meets that need by combining anatomy, physiology, and modeling to achieve a quantitative description of cortical function. The material is presented didactically, starting with descriptive anatomy and comprehensively examining all aspects of modeling. The book gradually leads the reader from the macroscopic cortical anatomy and standard electrophysiological properties of single neurons to neural network models and synfire chains. The most modern trends in neural network modeling are explored.

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Corticonics

Neural Circuits of the Cerebral Cortex

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Contents

Frontmatter
pp i-viii

Contents
pp ix-x

Preface
pp xi-xiv

1 - Anatomy of the cerebral cortex
pp 1-64

2 - The probability for synaptic contact between neurons in the cortex
pp 65-91

3 - Processing of spikes by neural networks
pp 92-117

4 - Relations between membrane potential and the synaptic response curve
pp 118-149

5 - Models of neural networks
pp 150-207

6 - Transmission through chains of neurons
pp 208-226

7 - Synchronous transmission
pp 227-259

Appendix - Answers and hints
pp 260-276

Index
pp 277-280

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Neural Circuits of the Cerebral Cortex

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