Biophysics of computation : information processing in single neurons /
Saved in:
| Author / Creator: | Koch, Christof, 1956- |
|---|---|
| Imprint: | New York : Oxford University Press, 1999. |
| Description: | 1 online resource (xxiii, 562 pages) : illustrations. |
| Language: | English |
| Series: | Computational neuroscience Computational neuroscience. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11125329 |
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| 050 | 4 | |a QP357.5 |b .K63 1999eb | |
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| 060 | 4 | |a WL 102.5 |b K76b 1999 | |
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| 100 | 1 | |a Koch, Christof, |d 1956- |0 http://id.loc.gov/authorities/names/n2005027910 | |
| 245 | 1 | 0 | |a Biophysics of computation : |b information processing in single neurons / |c Christof Koch. |
| 260 | |a New York : |b Oxford University Press, |c 1999. | ||
| 300 | |a 1 online resource (xxiii, 562 pages) : |b illustrations. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Computational neuroscience | |
| 504 | |a Includes bibliographical references (pages 503-552) and index. | ||
| 588 | 0 | |a Print version record. | |
| 520 | |a Neural network research often builds on the fiction that neurons are simple linear threshold units, completely neglecting the highly dynamic and complex nature of synapses, dendrites, and voltage-dependent ionic currents. Biophysics of Computation: Information Processing in Single Neurons challenges this notion, using richly detailed experimental and theoretical findings from cellular biophysics to explain the repertoire of computational functions available to single neurons. The author shows how individual nerve cells can multiply, integrate, or delay synaptic inputs and how information can b. | ||
| 505 | 0 | |a The membrane equation --Linear cable theory -- Passive dendritic trees -- Synaptic input -- Synaptic interactions in a passive dendritic tree -- The Hodgkin-Huxley model of action potential generation -- Phase space analysis of neuronal excitability -- Ionic channels -- Beyond Hodgkin and Huxley: calcium and calcium-dependent potassium currents -- Linearizing voltage-dependent currents -- Diffusion, buffering and binding -- Dendritic spines -- Synaptic plasticity -- Simplified models of individual neurons -- Stochastic models of single cells -- Bursting cells -- Input resistance, time constants, and spike initiation -- Synaptic input to a passive tree -- Voltage-dependent events in the dendritic tree -- Unconventional computing -- Computing with neurons: a summary -- Appendix A: Passive membrane parameters -- Appendix B: A miniprimer on linear systems analysis -- Appendix C: Sparce matrix methods for modeling single neurons. | |
| 546 | |a English. | ||
| 650 | 0 | |a Computational neuroscience. |0 http://id.loc.gov/authorities/subjects/sh97006370 | |
| 650 | 0 | |a Neurons. |0 http://id.loc.gov/authorities/subjects/sh85091153 | |
| 650 | 0 | |a Neural networks (Neurobiology) |0 http://id.loc.gov/authorities/subjects/sh93002348 | |
| 650 | 0 | |a Action potentials (Electrophysiology) |0 http://id.loc.gov/authorities/subjects/sh85000721 | |
| 650 | 0 | |a Neural conduction. |0 http://id.loc.gov/authorities/subjects/sh85091091 | |
| 650 | 2 | |a Neurons. | |
| 650 | 2 | |a Action Potentials. | |
| 650 | 2 | |a Nerve Net. | |
| 650 | 2 | |a Neural Conduction. | |
| 650 | 7 | |a SOCIAL SCIENCE |x Anthropology |x Physical. |2 bisacsh | |
| 650 | 7 | |a Action potentials (Electrophysiology) |2 fast |0 (OCoLC)fst00796224 | |
| 650 | 7 | |a Computational neuroscience. |2 fast |0 (OCoLC)fst00872004 | |
| 650 | 7 | |a Neural conduction. |2 fast |0 (OCoLC)fst01036255 | |
| 650 | 7 | |a Neural networks (Neurobiology) |2 fast |0 (OCoLC)fst01036271 | |
| 650 | 7 | |a Neurons. |2 fast |0 (OCoLC)fst01036436 | |
| 650 | 7 | |a Neurologie |2 gnd |0 http://d-nb.info/gnd/4041888-1 | |
| 650 | 7 | |a Aktionspotenzial |2 gnd |0 http://d-nb.info/gnd/4141745-8 | |
| 650 | 7 | |a Neuronales Netz |2 gnd |0 http://d-nb.info/gnd/4226127-2 | |
| 650 | 7 | |a Nervennetz |2 gnd |0 http://d-nb.info/gnd/4041638-0 | |
| 650 | 7 | |a Signaltransduktion |2 gnd |0 http://d-nb.info/gnd/4318717-1 | |
| 650 | 7 | |a Konnektionismus |2 gnd | |
| 650 | 7 | |a Biophysik |2 gnd |0 http://d-nb.info/gnd/4006891-2 | |
| 650 | 7 | |a Datenverarbeitung |2 gnd | |
| 650 | 7 | |a Nervenzelle |2 gnd |0 http://d-nb.info/gnd/4041649-5 | |
| 650 | 7 | |a Informationsverarbeitung |2 gnd |0 http://d-nb.info/gnd/4161678-9 | |
| 650 | 1 | 7 | |a Neurobiologie. |2 gtt |
| 650 | 1 | 7 | |a Actiepotentialen. |2 gtt |
| 650 | 1 | 7 | |a Neurotransmissie. |2 gtt |
| 650 | 7 | |a Neurones. |2 ram | |
| 650 | 7 | |a Réseaux neuronaux (physiologie) |2 ram | |
| 650 | 7 | |a Conduction nerveuse. |2 ram | |
| 655 | 0 | |a Electronic books. | |
| 655 | 4 | |a Electronic books. | |
| 776 | 0 | 8 | |i Print version: |a Koch, Christof, 1956- |t Biophysics of computation. |d New York : Oxford University Press, 1999 |z 0195104919 |w (DLC) 97051390 |w (OCoLC)38130648 |
| 830 | 0 | |a Computational neuroscience. |0 http://id.loc.gov/authorities/names/n86711840 | |
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| 928 | |t Library of Congress classification |a QP357.5 .K63 1999eb |l Online |c UC-FullText |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=e000xna&AN=433880 |z eBooks on EBSCOhost |g ebooks |i 12364481 | ||