Models of neural networks II temporal aspects of coding and information processing in biological systems
Provides an in-depth analysis of both paradigms starting with an introduction to the ideas used in the subsequent chapters. In this book, one finds a discussion of salient features such as coherent oscillations and their detection, associative binding and segregation, Hebbian learning, and sensory c...
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| Other Authors: | , , |
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| Format: | Book |
| Language: | English |
| Published: |
New York
Springer Verlag
[1994]
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| Series: | Physics of neural networks
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| Subjects: | |
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| 090 | |a QA 76.87 |b .M58 1994 | ||
| 245 | 0 | 0 | |a Models of neural networks II |b temporal aspects of coding and information processing in biological systems |c E. Domany, J.L. van Hemmen, K. Schulten (eds.) |
| 264 | 1 | |a New York |b Springer Verlag |c [1994] | |
| 264 | 4 | |c ©1994 | |
| 300 | |a xiii, 347 pages |b illustrations |c 24 cm | ||
| 336 | |a text |2 rdacontent | ||
| 337 | |a unmediated |2 rdamedia | ||
| 338 | |a volume |2 rdacarrier | ||
| 490 | 1 | |a Physics of neural networks | |
| 504 | |a Includes bibliographical references and index | ||
| 505 | 0 | |a Coding and information processing in neural networks -- The correlation theory of brain function -- Firing rates and well-times events in the cerebral cortex -- The role of synchrony in neocortical proceesing and synaptic plasticity -- Associative binding and segregation in an network of spiking neurons -- Modeling the sensory computations of the olfactory bulb -- Detecting coherence in neuronal data -- Hebbian synaptic plasticity: evolution of the contemporary concept -- Reentry and dynamical interactions of cortical networks | |
| 520 | |a Provides an in-depth analysis of both paradigms starting with an introduction to the ideas used in the subsequent chapters. In this book, one finds a discussion of salient features such as coherent oscillations and their detection, associative binding and segregation, Hebbian learning, and sensory computations in the visual and olfactory cortex. | ||
| 650 | 0 | |a Neural networks (Computer science) | |
| 700 | 1 | |a Domany, E. |q (Eytan) |d 1947- | |
| 700 | 1 | |a Hemmen, J.L. van |q (Jan Leonard) |d 1947- | |
| 700 | 1 | |a Schulten, K. |q (Klaus) | |
| 830 | 0 | |a Physics of neural networks | |
| 999 | |a vtls000025204 |c 35647 |d 35647 | ||