Spiking Neuron Models: Single Neurons, Populations, Plasticity

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9780521890793: Spiking Neuron Models: Single Neurons, Populations, Plasticity

Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. How can we understand the process of spike generation? How can we understand information transmission by neurons? What happens if thousands of neurons are coupled together in a seemingly random network? How does the network connectivity determine the activity patterns? And, vice versa, how does the spike activity influence the connectivity pattern? These questions are addressed in this 2002 introduction to spiking neurons aimed at those taking courses in computational neuroscience, theoretical biology, biophysics, or neural networks. The approach will suit students of physics, mathematics, or computer science; it will also be useful for biologists who are interested in mathematical modelling. The text is enhanced by many worked examples and illustrations. There are no mathematical prerequisites beyond what the audience would meet as undergraduates: more advanced techniques are introduced in an elementary, concrete fashion when needed.

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'The treatment undoubtedly holds pointers to future developments that will allow robots to come closer to their biological prototypes.' Journal of Robotica

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Aimed at courses in computational neuroscience, theoretical biology, biophysics, or neural networks, this 2002 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.

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1.

Wulfram Gerstner, Werner M. Kistler
Editore: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2002)
ISBN 10: 0521890799 ISBN 13: 9780521890793
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Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2002. Paperback. Condizione libro: New. 244 x 174 mm. Language: English . Brand New Book. Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. How can we understand the process of spike generation? How can we understand information transmission by neurons? What happens if thousands of neurons are coupled together in a seemingly random network? How does the network connectivity determine the activity patterns? And, vice versa, how does the spike activity influence the connectivity pattern? These questions are addressed in this 2002 introduction to spiking neurons aimed at those taking courses in computational neuroscience, theoretical biology, biophysics, or neural networks. The approach will suit students of physics, mathematics, or computer science; it will also be useful for biologists who are interested in mathematical modelling. The text is enhanced by many worked examples and illustrations. There are no mathematical prerequisites beyond what the audience would meet as undergraduates: more advanced techniques are introduced in an elementary, concrete fashion when needed. Codice libro della libreria AAU9780521890793

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Wulfram Gerstner, Werner M. Kistler
Editore: Cambridge University Press 2002-08-15, Cambridge (2002)
ISBN 10: 0521890799 ISBN 13: 9780521890793
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Descrizione libro Cambridge University Press 2002-08-15, Cambridge, 2002. paperback. Condizione libro: New. Codice libro della libreria 9780521890793

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Gerstner, Wulfram, Kistler, Werner M.
Editore: Cambridge University Press (2002)
ISBN 10: 0521890799 ISBN 13: 9780521890793
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Descrizione libro Cambridge University Press, 2002. Condizione libro: New. 2002. 1st Edition. Paperback. This 2002 book is an introduction to spiking neurons for advanced undergraduate or graduate students. Num Pages: 496 pages, 162 figures. BIC Classification: PSAN; UYQN. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 246 x 175 x 23. Weight in Grams: 786. Single Neurons, Populations, Plasticity. 496 pages, 162 figures. This 2002 book is an introduction to spiking neurons for advanced undergraduate or graduate students. Cateogry: (P) Professional & Vocational; (U) Tertiary Education (US: College). BIC Classification: PSAN; UYQN. Dimension: 246 x 175 x 23. Weight: 784. . . . . . . Codice libro della libreria V9780521890793

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Wulfram Gerstner, Werner M. Kistler
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ISBN 10: 0521890799 ISBN 13: 9780521890793
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Descrizione libro Cambridge University Press. Paperback. Condizione libro: new. BRAND NEW, Spiking Neuron Models: Single Neurons, Populations, Plasticity, Wulfram Gerstner, Werner M. Kistler, Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. How can we understand the process of spike generation? How can we understand information transmission by neurons? What happens if thousands of neurons are coupled together in a seemingly random network? How does the network connectivity determine the activity patterns? And, vice versa, how does the spike activity influence the connectivity pattern? These questions are addressed in this 2002 introduction to spiking neurons aimed at those taking courses in computational neuroscience, theoretical biology, biophysics, or neural networks. The approach will suit students of physics, mathematics, or computer science; it will also be useful for biologists who are interested in mathematical modelling. The text is enhanced by many worked examples and illustrations. There are no mathematical prerequisites beyond what the audience would meet as undergraduates: more advanced techniques are introduced in an elementary, concrete fashion when needed. Codice libro della libreria B9780521890793

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Wulfram Gerstner, Werner M. Kistler
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ISBN 10: 0521890799 ISBN 13: 9780521890793
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Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2002. Paperback. Condizione libro: New. 244 x 174 mm. Language: English . Brand New Book. Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. How can we understand the process of spike generation? How can we understand information transmission by neurons? What happens if thousands of neurons are coupled together in a seemingly random network? How does the network connectivity determine the activity patterns? And, vice versa, how does the spike activity influence the connectivity pattern? These questions are addressed in this 2002 introduction to spiking neurons aimed at those taking courses in computational neuroscience, theoretical biology, biophysics, or neural networks. The approach will suit students of physics, mathematics, or computer science; it will also be useful for biologists who are interested in mathematical modelling. The text is enhanced by many worked examples and illustrations. There are no mathematical prerequisites beyond what the audience would meet as undergraduates: more advanced techniques are introduced in an elementary, concrete fashion when needed. Codice libro della libreria AAU9780521890793

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Gerstner, Wulfram, Kistler, Werner M.
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ISBN 10: 0521890799 ISBN 13: 9780521890793
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Descrizione libro Cambridge University Press. Condizione libro: New. 2002. 1st Edition. Paperback. This 2002 book is an introduction to spiking neurons for advanced undergraduate or graduate students. Num Pages: 496 pages, 162 figures. BIC Classification: PSAN; UYQN. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 246 x 175 x 23. Weight in Grams: 786. Single Neurons, Populations, Plasticity. 496 pages, 162 figures. This 2002 book is an introduction to spiking neurons for advanced undergraduate or graduate students. Cateogry: (P) Professional & Vocational; (U) Tertiary Education (US: College). BIC Classification: PSAN; UYQN. Dimension: 246 x 175 x 23. Weight: 784. . . . . . Books ship from the US and Ireland. Codice libro della libreria V9780521890793

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Gerstner, Wulfram
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Descrizione libro Cambridge University Press, 2002. PAP. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria BB-9780521890793

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Wulfram Gerstner
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Descrizione libro Paperback. Condizione libro: New. Not Signed; Neurons in the brain communicate by short electrical pulses, the so-called action potentials or spikes. How can we understand the process of spike generation? How can we understand information transmission by neurons? What happens if thousands of neurons are coupled together in a seemingly random ne. book. Codice libro della libreria ria9780521890793_rkm

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Gerstner, Wulfram; Kistler, Werner M.
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Descrizione libro Condizione libro: New. Depending on your location, this item may ship from the US or UK. Codice libro della libreria 97805218907930000000

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Gerstner, Wulfram
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Descrizione libro Cambridge University Press, 2002. PAP. Condizione libro: New. New Book. Delivered from our UK warehouse in 3 to 5 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice libro della libreria LQ-9780521890793

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