Advances in Neural Population Coding 1st Edition by Nicolelis 044450110X 9780444501103

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ISBN 10: 044450110X

ISBN 13: 9780444501103 

Author: M.A.L. Nicolelis

A collective research effort by scientists working in laboratories around the world, this book addresses issues covering all aspects of neural population coding. This volume, with contributions from distinguished neuroscientists, is divided into six sections containing a historical overview of the concept of neural population, introducing a series of new experimental paradigms and analytical techniques for investigating potential neural coding schemes and four sections focusing on recent advances in population coding in a broad range of areas of brain research.

Table of contents:

Section I. The History of Population Coding

1. Population coding: a historical sketch — J.T. McIlwain

2. The evolution of population and modular neural coding ideas — R.P. Erickson

Section II. New Approaches to Investigate Population Coding

3. Overcoming the limitations of correlation analysis for many simultaneously processed neural structures — L.A. Baccalá, K. Sameshima

4. Distributed processing in cultured neuronal networks — S.M. Potter

5. Long-term chronic multichannel recordings from sensorimotor cortex and thalamus of primates — N. Jain, H.-X. Qi, J.H. Kaas

Section III. Population Coding in Sensory Systems

6. Temporal and spatial coding in the rat vibrissal system — E. Ahissar, M. Zacksenhouse

7. Thalamocortical and corticocortical interactions in the somatosensory system — M.A.L. Nicolelis, M. Shuler

8. Synchronization and assembly formation in the visual cortex — W.A. Freiwald, A.K. Kreiter, W. Singer

9. Divergence and reconvergence: multielectrode analysis of feedforward connections in the visual system — R.C. Reid

10. Comparative population analysis of cortical representations in parametric spaces of visual field and skin: a unifying role for nonlinear interactions as a basis for active information processing across modalities — H.R. Dinse, D. Jancke

11. Coordinate transformations in the visual system: how to generate gain fields and what to compute with them — E. Salinas, L.F. Abbott

12. Exploring olfactory population coding using an artificial olfactory system — J. White, J.S. Kauer

13. Neural population coding in the auditory system — E. Covey

14. Population coding in the auditory cortex — B.H. Gaese

Section IV. Population Coding in Motor Systems

15. Representations based on neuronal interactions in motor cortex — N.G. Hatsopoulos, M.T. Harrison, J.P. Donoghue

16. Connectionist contributions to population coding in the motor cortex — S.L. Moody, S.P. Wise

17. Distributed processing in the motor system: spinal code perspective — Y. Prut, S.I. Perlmutter, E.E. Fetz

18. Coding in the granular layer of the cerebellum — E. De Schutter, J.G. Bjaalie

19. The cerebellum as a neuronal prosthesis machine — J.P. Welsh, C. Schwartz, Y. Garbourg

Section V. Population Coding and Learning

20. Do sleeping birds sing? Population coding and learning in the bird song system — D. Margoliash

21. Accuracy and learning in neuronal populations — K. Zhang, T.J. Sejnowski

Section VI. Population Coding and Higher Cognitive Functions

22. What ensemble recordings reveal about functional hippocampal cell encoding — R.E. Hampson, J.D. Simeral, S.A. Deadwyler

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