Biophysics of computation: information processing in single neurons
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York
Oxford University Press
1999
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| Schriftenreihe: | Computational neuroscience
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| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references (pages 503-552) and index 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 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 |
| Beschreibung: | 1 Online-Ressource (xxiii, 562 pages) |
| ISBN: | 0195104919 0195181999 0199760551 9780195104912 9780195181999 9780199760558 |
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Datensatz im Suchindex
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| any_adam_object | |
| author | Koch, Christof |
| author_facet | Koch, Christof |
| author_role | aut |
| author_sort | Koch, Christof |
| author_variant | c k ck |
| building | Verbundindex |
| bvnumber | BV043125508 |
| collection | ZDB-4-EBA |
| ctrlnum | (OCoLC)778073952 (DE-599)BVBBV043125508 |
| dewey-full | 573.8/536 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 573 - Specific physiological systems in animals |
| dewey-raw | 573.8/536 |
| dewey-search | 573.8/536 |
| dewey-sort | 3573.8 3536 |
| dewey-tens | 570 - Biology |
| discipline | Biologie |
| format | Electronic eBook |
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| id | DE-604.BV043125508 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:18:13Z |
| institution | BVB |
| isbn | 0195104919 0195181999 0199760551 9780195104912 9780195181999 9780199760558 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028549699 |
| oclc_num | 778073952 |
| open_access_boolean | |
| owner | DE-1046 DE-1047 |
| owner_facet | DE-1046 DE-1047 |
| physical | 1 Online-Ressource (xxiii, 562 pages) |
| psigel | ZDB-4-EBA ZDB-4-EBA FAW_PDA_EBA |
| publishDate | 1999 |
| publishDateSearch | 1999 |
| publishDateSort | 1999 |
| publisher | Oxford University Press |
| record_format | marc |
| series2 | Computational neuroscience |
| spelling | Koch, Christof Verfasser aut Biophysics of computation information processing in single neurons Christof Koch New York Oxford University Press 1999 1 Online-Ressource (xxiii, 562 pages) txt rdacontent c rdamedia cr rdacarrier Computational neuroscience Includes bibliographical references (pages 503-552) and index 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 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 Neurons Action Potentials Nerve Net Neural Conduction système nerveux équation Hodgkin-Huxley électrophysiologie neuroscience neurone biophysique SOCIAL SCIENCE / Anthropology / Physical bisacsh Action potentials (Electrophysiology) fast Computational neuroscience fast Neural conduction fast Neural networks (Neurobiology) fast Neurons fast Neurobiologie gtt Actiepotentialen gtt Neurotransmissie gtt Neurones ram Réseaux neuronaux (physiologie) ram Conduction nerveuse ram Neurologie swd Aktionspotenzial swd Neuronales Netz swd Nervennetz swd Signaltransduktion swd Konnektionismus swd Biophysik swd Datenverarbeitung swd Nervenzelle swd Informationsverarbeitung swd Neural networks (Neurobiology) Action potentials (Electrophysiology) Neural conduction Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Biophysik (DE-588)4006891-2 gnd rswk-swf Nervenzelle (DE-588)4041649-5 gnd rswk-swf Konnektionismus (DE-588)4265446-4 gnd rswk-swf Informationsverarbeitung (DE-588)4161678-9 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Neurologie (DE-588)4041888-1 gnd rswk-swf Signaltransduktion (DE-588)4318717-1 gnd rswk-swf Nervennetz (DE-588)4041638-0 gnd rswk-swf Aktionspotenzial (DE-588)4141745-8 gnd rswk-swf Nervennetz (DE-588)4041638-0 s Signaltransduktion (DE-588)4318717-1 s 1\p DE-604 Nervenzelle (DE-588)4041649-5 s Informationsverarbeitung (DE-588)4161678-9 s 2\p DE-604 Neurologie (DE-588)4041888-1 s Aktionspotenzial (DE-588)4141745-8 s 3\p DE-604 Biophysik (DE-588)4006891-2 s Datenverarbeitung (DE-588)4011152-0 s 4\p DE-604 Neuronales Netz (DE-588)4226127-2 s 5\p DE-604 Konnektionismus (DE-588)4265446-4 s 6\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=433880 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 5\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 6\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Koch, Christof Biophysics of computation information processing in single neurons Neurons Action Potentials Nerve Net Neural Conduction système nerveux équation Hodgkin-Huxley électrophysiologie neuroscience neurone biophysique SOCIAL SCIENCE / Anthropology / Physical bisacsh Action potentials (Electrophysiology) fast Computational neuroscience fast Neural conduction fast Neural networks (Neurobiology) fast Neurons fast Neurobiologie gtt Actiepotentialen gtt Neurotransmissie gtt Neurones ram Réseaux neuronaux (physiologie) ram Conduction nerveuse ram Neurologie swd Aktionspotenzial swd Neuronales Netz swd Nervennetz swd Signaltransduktion swd Konnektionismus swd Biophysik swd Datenverarbeitung swd Nervenzelle swd Informationsverarbeitung swd Computational neuroscience Neural networks (Neurobiology) Action potentials (Electrophysiology) Neural conduction Datenverarbeitung (DE-588)4011152-0 gnd Biophysik (DE-588)4006891-2 gnd Nervenzelle (DE-588)4041649-5 gnd Konnektionismus (DE-588)4265446-4 gnd Informationsverarbeitung (DE-588)4161678-9 gnd Neuronales Netz (DE-588)4226127-2 gnd Neurologie (DE-588)4041888-1 gnd Signaltransduktion (DE-588)4318717-1 gnd Nervennetz (DE-588)4041638-0 gnd Aktionspotenzial (DE-588)4141745-8 gnd |
| subject_GND | (DE-588)4011152-0 (DE-588)4006891-2 (DE-588)4041649-5 (DE-588)4265446-4 (DE-588)4161678-9 (DE-588)4226127-2 (DE-588)4041888-1 (DE-588)4318717-1 (DE-588)4041638-0 (DE-588)4141745-8 |
| title | Biophysics of computation information processing in single neurons |
| title_auth | Biophysics of computation information processing in single neurons |
| title_exact_search | Biophysics of computation information processing in single neurons |
| title_full | Biophysics of computation information processing in single neurons Christof Koch |
| title_fullStr | Biophysics of computation information processing in single neurons Christof Koch |
| title_full_unstemmed | Biophysics of computation information processing in single neurons Christof Koch |
| title_short | Biophysics of computation |
| title_sort | biophysics of computation information processing in single neurons |
| title_sub | information processing in single neurons |
| topic | Neurons Action Potentials Nerve Net Neural Conduction système nerveux équation Hodgkin-Huxley électrophysiologie neuroscience neurone biophysique SOCIAL SCIENCE / Anthropology / Physical bisacsh Action potentials (Electrophysiology) fast Computational neuroscience fast Neural conduction fast Neural networks (Neurobiology) fast Neurons fast Neurobiologie gtt Actiepotentialen gtt Neurotransmissie gtt Neurones ram Réseaux neuronaux (physiologie) ram Conduction nerveuse ram Neurologie swd Aktionspotenzial swd Neuronales Netz swd Nervennetz swd Signaltransduktion swd Konnektionismus swd Biophysik swd Datenverarbeitung swd Nervenzelle swd Informationsverarbeitung swd Computational neuroscience Neural networks (Neurobiology) Action potentials (Electrophysiology) Neural conduction Datenverarbeitung (DE-588)4011152-0 gnd Biophysik (DE-588)4006891-2 gnd Nervenzelle (DE-588)4041649-5 gnd Konnektionismus (DE-588)4265446-4 gnd Informationsverarbeitung (DE-588)4161678-9 gnd Neuronales Netz (DE-588)4226127-2 gnd Neurologie (DE-588)4041888-1 gnd Signaltransduktion (DE-588)4318717-1 gnd Nervennetz (DE-588)4041638-0 gnd Aktionspotenzial (DE-588)4141745-8 gnd |
| topic_facet | Neurons Action Potentials Nerve Net Neural Conduction système nerveux équation Hodgkin-Huxley électrophysiologie neuroscience neurone biophysique SOCIAL SCIENCE / Anthropology / Physical Action potentials (Electrophysiology) Computational neuroscience Neural conduction Neural networks (Neurobiology) Neurobiologie Actiepotentialen Neurotransmissie Neurones Réseaux neuronaux (physiologie) Conduction nerveuse Neurologie Aktionspotenzial Neuronales Netz Nervennetz Signaltransduktion Konnektionismus Biophysik Datenverarbeitung Nervenzelle Informationsverarbeitung |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=433880 |
| work_keys_str_mv | AT kochchristof biophysicsofcomputationinformationprocessinginsingleneurons |