Biophysics of computation :: information processing in single neurons /
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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York :
Oxford University Press,
1999.
|
| Schriftenreihe: | Computational neuroscience.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 online resource (xxiii, 562 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 503-552) and index. |
| ISBN: | 9780199760558 0199760551 1280595094 9781280595097 9786613624925 6613624926 0197562337 9780197562338 |
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| 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 | ||
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| 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 | 0 | |a Neural circuitry. |0 http://id.loc.gov/authorities/subjects/sh85091089 | |
| 650 | 2 | |a Neurons | |
| 650 | 2 | |a Action Potentials | |
| 650 | 2 | |a Nerve Net | |
| 650 | 2 | |a Neural Conduction | |
| 650 | 6 | |a Neurosciences informatiques. | |
| 650 | 6 | |a Neurones. | |
| 650 | 6 | |a Réseaux neuronaux (Neurobiologie) | |
| 650 | 6 | |a Potentiels d'action (Électrophysiologie) | |
| 650 | 6 | |a Conduction nerveuse. | |
| 650 | 6 | |a Réseaux nerveux. | |
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| 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 | |
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| 758 | |i has work: |a Biophysics of computation (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGTd9VJrHhCKWYB4hyrRmm |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 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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Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn778073952 |
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| _version_ | 1816881787193786368 |
| adam_text | |
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| author | Koch, Christof, 1956- |
| author_GND | http://id.loc.gov/authorities/names/n2005027910 |
| author_facet | Koch, Christof, 1956- |
| author_role | |
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| callnumber-subject | QP - Physiology |
| collection | ZDB-4-EBA |
| contents | 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. |
| ctrlnum | (OCoLC)778073952 |
| 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 | ZDB-4-EBA-ocn778073952 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:18:16Z |
| institution | BVB |
| isbn | 9780199760558 0199760551 1280595094 9781280595097 9786613624925 6613624926 0197562337 9780197562338 |
| language | English |
| oclc_num | 778073952 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xxiii, 562 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 1999 |
| publishDateSearch | 1999 |
| publishDateSort | 1999 |
| publisher | Oxford University Press, |
| record_format | marc |
| series | Computational neuroscience. |
| series2 | Computational neuroscience |
| spelling | Koch, Christof, 1956- http://id.loc.gov/authorities/names/n2005027910 Biophysics of computation : information processing in single neurons / Christof Koch. New York : Oxford University Press, 1999. 1 online resource (xxiii, 562 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Computational neuroscience Includes bibliographical references (pages 503-552) and index. Print version record. 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. English. Computational neuroscience. http://id.loc.gov/authorities/subjects/sh97006370 Neurons. http://id.loc.gov/authorities/subjects/sh85091153 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Action potentials (Electrophysiology) http://id.loc.gov/authorities/subjects/sh85000721 Neural conduction. http://id.loc.gov/authorities/subjects/sh85091091 Neural circuitry. http://id.loc.gov/authorities/subjects/sh85091089 Neurons Action Potentials Nerve Net Neural Conduction Neurosciences informatiques. Neurones. Réseaux neuronaux (Neurobiologie) Potentiels d'action (Électrophysiologie) Conduction nerveuse. Réseaux nerveux. SOCIAL SCIENCE Anthropology Physical. bisacsh Neural circuitry fast Action potentials (Electrophysiology) fast Computational neuroscience fast Neural conduction fast Neural networks (Neurobiology) fast Neurons fast Neurologie gnd http://d-nb.info/gnd/4041888-1 Aktionspotenzial gnd http://d-nb.info/gnd/4141745-8 Neuronales Netz gnd http://d-nb.info/gnd/4226127-2 Nervennetz gnd http://d-nb.info/gnd/4041638-0 Signaltransduktion gnd http://d-nb.info/gnd/4318717-1 Konnektionismus gnd Biophysik gnd http://d-nb.info/gnd/4006891-2 Datenverarbeitung gnd Nervenzelle gnd http://d-nb.info/gnd/4041649-5 Informationsverarbeitung gnd http://d-nb.info/gnd/4161678-9 Neurobiologie. gtt Actiepotentialen. gtt Neurotransmissie. gtt Neurones. ram Réseaux neuronaux (physiologie) ram Conduction nerveuse. ram has work: Biophysics of computation (Text) https://id.oclc.org/worldcat/entity/E39PCGTd9VJrHhCKWYB4hyrRmm https://id.oclc.org/worldcat/ontology/hasWork Print version: Koch, Christof, 1956- Biophysics of computation. New York : Oxford University Press, 1999 0195104919 (DLC) 97051390 (OCoLC)38130648 Computational neuroscience. http://id.loc.gov/authorities/names/n86711840 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=433880 Volltext |
| spellingShingle | Koch, Christof, 1956- Biophysics of computation : information processing in single neurons / Computational neuroscience. 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. Computational neuroscience. http://id.loc.gov/authorities/subjects/sh97006370 Neurons. http://id.loc.gov/authorities/subjects/sh85091153 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Action potentials (Electrophysiology) http://id.loc.gov/authorities/subjects/sh85000721 Neural conduction. http://id.loc.gov/authorities/subjects/sh85091091 Neural circuitry. http://id.loc.gov/authorities/subjects/sh85091089 Neurons Action Potentials Nerve Net Neural Conduction Neurosciences informatiques. Neurones. Réseaux neuronaux (Neurobiologie) Potentiels d'action (Électrophysiologie) Conduction nerveuse. Réseaux nerveux. SOCIAL SCIENCE Anthropology Physical. bisacsh Neural circuitry fast Action potentials (Electrophysiology) fast Computational neuroscience fast Neural conduction fast Neural networks (Neurobiology) fast Neurons fast Neurologie gnd http://d-nb.info/gnd/4041888-1 Aktionspotenzial gnd http://d-nb.info/gnd/4141745-8 Neuronales Netz gnd http://d-nb.info/gnd/4226127-2 Nervennetz gnd http://d-nb.info/gnd/4041638-0 Signaltransduktion gnd http://d-nb.info/gnd/4318717-1 Konnektionismus gnd Biophysik gnd http://d-nb.info/gnd/4006891-2 Datenverarbeitung gnd Nervenzelle gnd http://d-nb.info/gnd/4041649-5 Informationsverarbeitung gnd http://d-nb.info/gnd/4161678-9 Neurobiologie. gtt Actiepotentialen. gtt Neurotransmissie. gtt Neurones. ram Réseaux neuronaux (physiologie) ram Conduction nerveuse. ram |
| subject_GND | http://id.loc.gov/authorities/subjects/sh97006370 http://id.loc.gov/authorities/subjects/sh85091153 http://id.loc.gov/authorities/subjects/sh93002348 http://id.loc.gov/authorities/subjects/sh85000721 http://id.loc.gov/authorities/subjects/sh85091091 http://id.loc.gov/authorities/subjects/sh85091089 http://d-nb.info/gnd/4041888-1 http://d-nb.info/gnd/4141745-8 http://d-nb.info/gnd/4226127-2 http://d-nb.info/gnd/4041638-0 http://d-nb.info/gnd/4318717-1 http://d-nb.info/gnd/4006891-2 http://d-nb.info/gnd/4041649-5 http://d-nb.info/gnd/4161678-9 |
| 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 | Computational neuroscience. http://id.loc.gov/authorities/subjects/sh97006370 Neurons. http://id.loc.gov/authorities/subjects/sh85091153 Neural networks (Neurobiology) http://id.loc.gov/authorities/subjects/sh93002348 Action potentials (Electrophysiology) http://id.loc.gov/authorities/subjects/sh85000721 Neural conduction. http://id.loc.gov/authorities/subjects/sh85091091 Neural circuitry. http://id.loc.gov/authorities/subjects/sh85091089 Neurons Action Potentials Nerve Net Neural Conduction Neurosciences informatiques. Neurones. Réseaux neuronaux (Neurobiologie) Potentiels d'action (Électrophysiologie) Conduction nerveuse. Réseaux nerveux. SOCIAL SCIENCE Anthropology Physical. bisacsh Neural circuitry fast Action potentials (Electrophysiology) fast Computational neuroscience fast Neural conduction fast Neural networks (Neurobiology) fast Neurons fast Neurologie gnd http://d-nb.info/gnd/4041888-1 Aktionspotenzial gnd http://d-nb.info/gnd/4141745-8 Neuronales Netz gnd http://d-nb.info/gnd/4226127-2 Nervennetz gnd http://d-nb.info/gnd/4041638-0 Signaltransduktion gnd http://d-nb.info/gnd/4318717-1 Konnektionismus gnd Biophysik gnd http://d-nb.info/gnd/4006891-2 Datenverarbeitung gnd Nervenzelle gnd http://d-nb.info/gnd/4041649-5 Informationsverarbeitung gnd http://d-nb.info/gnd/4161678-9 Neurobiologie. gtt Actiepotentialen. gtt Neurotransmissie. gtt Neurones. ram Réseaux neuronaux (physiologie) ram Conduction nerveuse. ram |
| topic_facet | Computational neuroscience. Neurons. Neural networks (Neurobiology) Action potentials (Electrophysiology) Neural conduction. Neural circuitry. Neurons Action Potentials Nerve Net Neural Conduction Neurosciences informatiques. Neurones. Réseaux neuronaux (Neurobiologie) Potentiels d'action (Électrophysiologie) Conduction nerveuse. Réseaux nerveux. SOCIAL SCIENCE Anthropology Physical. Neural circuitry Computational neuroscience Neural conduction Neurologie Aktionspotenzial Neuronales Netz Nervennetz Signaltransduktion Konnektionismus Biophysik Datenverarbeitung Nervenzelle Informationsverarbeitung Neurobiologie. Actiepotentialen. Neurotransmissie. Réseaux neuronaux (physiologie) |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=433880 |
| work_keys_str_mv | AT kochchristof biophysicsofcomputationinformationprocessinginsingleneurons |