Stochastic resonance: from suprathreshold stochastic resonance to stochastic signal quantization
Stochastic resonance has been observed in many forms of systems, and has been hotly debated by scientists for over 30 years. Applications incorporating aspects of stochastic resonance may yet prove revolutionary in fields such as distributed sensor networks, nano-electronics, and biomedical prosthet...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2008
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| Subjects: | |
| Online Access: | BSB01 FHN01 Volltext |
| Summary: | Stochastic resonance has been observed in many forms of systems, and has been hotly debated by scientists for over 30 years. Applications incorporating aspects of stochastic resonance may yet prove revolutionary in fields such as distributed sensor networks, nano-electronics, and biomedical prosthetics. Ideal for researchers in fields ranging from computational neuroscience through to electronic engineering, this book addresses in detail various theoretical aspects of stochastic quantization, in the context of the suprathreshold stochastic resonance effect. Initial chapters review stochastic resonance and outline some of the controversies and debates that have surrounded it. The book then discusses suprathreshold stochastic resonance, and its extension to more general models of stochastic signal quantization. Finally, it considers various constraints and tradeoffs in the performance of stochastic quantizers, before culminating with a chapter in the application of suprathreshold stochastic resonance to the design of cochlear implants |
| Item Description: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Physical Description: | 1 online resource (xix, 424 pages) |
| ISBN: | 9780511535239 |
| DOI: | 10.1017/CBO9780511535239 |
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| contents | Introduction and motivation -- Stochastic resonance: its definitions, history and debates -- Stochastic quantization -- Suprathreshold stochastic resonance: encoding -- Suprathreshold stochastic resonance: large N encoding -- Suprathreshold stochastic resonance: decoding -- Suprathreshold stochastic resonance: large N decoding -- Optimal stochastic quantization -- SSR, neural coding, and performance tradeoffs -- Stochastic resonance in the auditory system -- The future of stochastic resonance and suprathreshold stochastic resonance -- Appendix 1 Suprathreshold stochastic resonance -- Appendix 2 Large N suprathreshold stochastic resonance -- Appendix 3 Suprathreshold stochastic resonance decoding |
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| discipline | Mathematik Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1017/CBO9780511535239 |
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| isbn | 9780511535239 |
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| spelling | McDonnell, Mark D. 1975- Verfasser aut Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization Mark D. McDonnell [and others] Cambridge Cambridge University Press 2008 1 online resource (xix, 424 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) Introduction and motivation -- Stochastic resonance: its definitions, history and debates -- Stochastic quantization -- Suprathreshold stochastic resonance: encoding -- Suprathreshold stochastic resonance: large N encoding -- Suprathreshold stochastic resonance: decoding -- Suprathreshold stochastic resonance: large N decoding -- Optimal stochastic quantization -- SSR, neural coding, and performance tradeoffs -- Stochastic resonance in the auditory system -- The future of stochastic resonance and suprathreshold stochastic resonance -- Appendix 1 Suprathreshold stochastic resonance -- Appendix 2 Large N suprathreshold stochastic resonance -- Appendix 3 Suprathreshold stochastic resonance decoding Stochastic resonance has been observed in many forms of systems, and has been hotly debated by scientists for over 30 years. Applications incorporating aspects of stochastic resonance may yet prove revolutionary in fields such as distributed sensor networks, nano-electronics, and biomedical prosthetics. Ideal for researchers in fields ranging from computational neuroscience through to electronic engineering, this book addresses in detail various theoretical aspects of stochastic quantization, in the context of the suprathreshold stochastic resonance effect. Initial chapters review stochastic resonance and outline some of the controversies and debates that have surrounded it. The book then discusses suprathreshold stochastic resonance, and its extension to more general models of stochastic signal quantization. Finally, it considers various constraints and tradeoffs in the performance of stochastic quantizers, before culminating with a chapter in the application of suprathreshold stochastic resonance to the design of cochlear implants Mathematische Physik Stochastic processes Signal processing Mathematical physics Stochastischer Prozess (DE-588)4057630-9 gnd rswk-swf Mathematische Physik (DE-588)4037952-8 gnd rswk-swf Stochastischer Prozess (DE-588)4057630-9 s Mathematische Physik (DE-588)4037952-8 s 1\p DE-604 Erscheint auch als Druckausgabe 978-0-521-88262-0 Erscheint auch als Druckausgabe 978-1-107-41132-6 https://doi.org/10.1017/CBO9780511535239 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | McDonnell, Mark D. 1975- Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization Introduction and motivation -- Stochastic resonance: its definitions, history and debates -- Stochastic quantization -- Suprathreshold stochastic resonance: encoding -- Suprathreshold stochastic resonance: large N encoding -- Suprathreshold stochastic resonance: decoding -- Suprathreshold stochastic resonance: large N decoding -- Optimal stochastic quantization -- SSR, neural coding, and performance tradeoffs -- Stochastic resonance in the auditory system -- The future of stochastic resonance and suprathreshold stochastic resonance -- Appendix 1 Suprathreshold stochastic resonance -- Appendix 2 Large N suprathreshold stochastic resonance -- Appendix 3 Suprathreshold stochastic resonance decoding Mathematische Physik Stochastic processes Signal processing Mathematical physics Stochastischer Prozess (DE-588)4057630-9 gnd Mathematische Physik (DE-588)4037952-8 gnd |
| subject_GND | (DE-588)4057630-9 (DE-588)4037952-8 |
| title | Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization |
| title_auth | Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization |
| title_exact_search | Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization |
| title_full | Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization Mark D. McDonnell [and others] |
| title_fullStr | Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization Mark D. McDonnell [and others] |
| title_full_unstemmed | Stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization Mark D. McDonnell [and others] |
| title_short | Stochastic resonance |
| title_sort | stochastic resonance from suprathreshold stochastic resonance to stochastic signal quantization |
| title_sub | from suprathreshold stochastic resonance to stochastic signal quantization |
| topic | Mathematische Physik Stochastic processes Signal processing Mathematical physics Stochastischer Prozess (DE-588)4057630-9 gnd Mathematische Physik (DE-588)4037952-8 gnd |
| topic_facet | Mathematische Physik Stochastic processes Signal processing Mathematical physics Stochastischer Prozess |
| url | https://doi.org/10.1017/CBO9780511535239 |
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