Cerebral Cortex: Principles of Operation

Hardcover | September 17, 2016

byEdmund T. Rolls

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"A book remarkable in its ambition, and even more remarkable in its content. A truly landmark achievement by a neuroscientist who has brought together his lifetime of research knowledge and experience into this outstanding volume. Edmund Rolls is to be congratulated on this impressivesynthesis of decades of neuroscience data." - David Nutt, Professor of Neuropsychopharmacology at Imperial College London and President of the European Brain CouncilThe aim of this book is to provide insight into the principles of operation of the cerebral cortex. These principles are key to understanding how we, as humans, function.There have been few previous attempts to set out some of the important principles of operation of the cortex, and this book is pioneering. The book goes beyond separate connectional neuroanatomical, neurophysiological, neuroimaging, neuropsychiatric, and computational neuroscience approaches, bycombining evidence from all these areas to formulate hypotheses about how and what the cerebral cortex computes. As clear hypotheses are needed in this most important area of 21st century science, how our brains work, the author has formulated a set of hypotheses about the principles of corticaloperation to guide thinking and future research. The book focusses on the principles of operation of the cerebral cortex, because at this time it is possible to propose and describe many principles, and many are likely to stand the test of time, and provide a foundation for further developments, even if some need to be changed. In this context, Ihave not attempted to produce an overall theory of operation of the cerebral cortex, because at this stage of our understanding, such a theory would be incorrect or incomplete. However, many of the principles described will provide the foundations for more complete theories of the operation of thecerebral cortex. This book is intended to provide a foundation for future understanding, and it is hoped that future work will develop and add to these principles of operation of the cerebral cortex.The book includes Appendices on the operation of many of the neuronal networks described in the book, together with simulation software written in Matlab.This book will be valuable to all those interested in understanding our cerebral cortex and how it operates to account for many aspects of brain function and cognitive function in health and disease. The book is relevant to those in the areas of neuroscience, neurology, psychology, psychiatry,computational neuroscience, biology, and philosophy.

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"A book remarkable in its ambition, and even more remarkable in its content. A truly landmark achievement by a neuroscientist who has brought together his lifetime of research knowledge and experience into this outstanding volume. Edmund Rolls is to be congratulated on this impressivesynthesis of decades of neuroscience data." - David ...

Professor Edmund T. Rolls performs full-time research at the Oxford Centre for Computational Neuroscience, and at the University of Warwick where he is Professor of Computational Neuroscience, and has acted as Professor of Experimental Psychology at the University of Oxford, and as Fellow and Tutor of Corpus Christi College, Oxford. Hi...

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Format:HardcoverDimensions:1000 pages, 9.69 × 6.73 × 0.98 inPublished:September 17, 2016Publisher:Oxford University PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0198784856

ISBN - 13:9780198784852

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Table of Contents

1. Introduction2. Hierarchical Organization3. Localization of Function4. Recurrent Collateral Connections and Attractor Networks5. The Noisy Cortex: Stochastic dynamics, decisions, and memory6. Attention, Short-term Memory, and Biased Competition7. Diluted Connectivity8. Coding Principles9. Synaptic Modification for Learning10. Synaptic and Neuronal Adaptation and Facilitation11. Backprojections in the Neocortex12. Memory and the Hippocampus13. Limited Neurogenesis in the Adult Cortex14. Invariance Learning and Vision15. Emotion, Motivation, Reward Value, Pleasure, and their Mechanisms16. Noise in the Cortex, Stability, Psychiatric Disease, and Aging17. Syntax and Language18. Evolutionary Trends in Cortical Design and Principles of Operation19. Genetics and Self-Organization Build the Cortex20. Cortex versus Basal Ganglia Design for Selection21. Sleep and Dreaming22. Which Cortical Computations Underlie Consciousness?23. Cerebellar Cortex24. The Hippocampus and Memory25. Invariant Visual Object Recognition Learning26. SynthesisIntroduction to Linear Algebra for Neural NetworksNeural Network ModelsInformation Theory and Neuronal EncodingSimulation Software for Neuronal Network ModelsReferencesIndexColour Plates