Spiking neuron models : single neurons, populations, plasticity / Wulfram Gerstner, Werner M. Kistler.
Aimed at courses in computational neuroscience, theoretical biology, biophysics, or neural networks, this text will suit students of physics, mathematics, or computer science, as well as biologists who are interested in mathematical modelling. A large number of worked examples are embedded in the pr...
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Full Text (via Cambridge) |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge, U.K. ; New York :
Cambridge University Press,
2002.
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| Subjects: |
MARC
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| 100 | 1 | |a Gerstner, Wulfram. | |
| 245 | 1 | 0 | |a Spiking neuron models : |b single neurons, populations, plasticity / |c Wulfram Gerstner, Werner M. Kistler. |
| 260 | |a Cambridge, U.K. ; |a New York : |b Cambridge University Press, |c 2002. | ||
| 300 | |a 1 online resource (xiv, 480 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 504 | |a Includes bibliographical references (pages 455-475) and index. | ||
| 505 | 0 | |a Single Neuron Models -- Detailed neuron models -- Two-dimensional neuron models -- Formal spiking neuron models -- Noise in spiking neuron models -- Population Models -- Population equations -- Signal transmission and neuronal coding -- Oscillations and synchrony -- Spatially structured networks -- Models of Synaptic Plasticity -- Hebbian models -- Learning equations -- Plasticity and coding. | |
| 588 | 0 | |a Print version record. | |
| 520 | |a Aimed at courses in computational neuroscience, theoretical biology, biophysics, or neural networks, this text will suit students of physics, mathematics, or computer science, as well as biologists who are interested in mathematical modelling. A large number of worked examples are embedded in the profusely-illustrated text. | ||
| 650 | 0 | |a Neurons. | |
| 650 | 0 | |a Neural networks (Neurobiology) | |
| 650 | 0 | |a Neuroplasticity. | |
| 650 | 0 | |a Computational neuroscience. | |
| 650 | 0 | |a Neural circuitry. | |
| 650 | 7 | |a Neural circuitry. |2 fast |0 (OCoLC)fst01036245 | |
| 650 | 7 | |a Computational neuroscience. |2 fast |0 (OCoLC)fst00872004 | |
| 650 | 7 | |a Neural networks (Neurobiology) |2 fast |0 (OCoLC)fst01036271 | |
| 650 | 7 | |a Neurons. |2 fast |0 (OCoLC)fst01036436 | |
| 650 | 7 | |a Neuroplasticity. |2 fast |0 (OCoLC)fst01036479 | |
| 700 | 1 | |a Kistler, Werner M., |d 1969- | |
| 776 | 0 | 8 | |i Print version: |a Gerstner, Wulfram. |t Spiking neuron models. |d Cambridge, U.K. ; New York : Cambridge University Press, 2002 |z 0521813840 |z 0521890799 |w (DLC) 2002067657 |w (OCoLC)49712258 |
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