Dynamic Neuroscience: statistics, modeling, and control
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer
[2018]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext http://www.springer.com/ Inhaltsverzeichnis |
| Beschreibung: | xxi, 328 Seiten Illustrationen, Diagramme 23.5 cm x 15.5 cm |
| ISBN: | 9783319719757 3319719750 |
Internformat
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| 245 | 1 | 0 | |a Dynamic Neuroscience |b statistics, modeling, and control |c Zhe Chen, Sridevi V. Sarma, editors |
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| 653 | |a State-space paradigm | ||
| 653 | |a Hippocampal replay | ||
| 653 | |a Oscillatory and multivariate data | ||
| 653 | |a Gaussian approximation | ||
| 653 | |a Applications to neuronal data | ||
| 653 | |a Dynamical system model of behavior | ||
| 653 | |a Neuronal population theories | ||
| 653 | |a Brain-machine interface systems | ||
| 653 | |a Enteric nervous system | ||
| 653 | |a High-resolution electrogastrogram | ||
| 653 | |a Theoretical neuroscience | ||
| 653 | |a Statistical neuroscience | ||
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Datensatz im Suchindex
| _version_ | 1804179080986230784 |
|---|---|
| adam_text | Contents
1 Introduction 1
Zhe Chen and Sridevi V Sarma
Part I Statistics amp; Signal Processing
2 Characterizing Complex, Multi-Scale Neural Phenomena
Using State-Space Models 29
Uri T Eden, Loren M Frank and Long Tao
3 Latent Variable Modeling of Neural Population Dynamics 53
Zhe Chen
4 What Can Trial-to-Trial Variability Tell Us?
A Distribution-Based Approach to Spike Train Decoding in the
Rat Hippocampus and Entorhinal Cortex 83
Michael J Prerau and Uri T Eden
5 Sparsity Meets Dynamics: Robust Solutions to Neuronal
Identification and Inverse Problems Ill
Behtash Babadi
6 Artifact Rejection for Concurrent TMS-EEG Data 141
Wei Wu, Corey Keller, and Amit Etkin
Part II Modeling and Control Theory
7 Characterizing Complex Human Behaviors and Neural
Responses Using Dynamic Models 177
Sridevi V Sarma and Pierre Sacre
8 Brain-Machine Interfaces 197
Maryam M Shanechi
XXII
XIV
Contents
9 Control-Theoretic Approaches for Modeling, Analyzing,
and Manipulating Neuronal (In)activity 219
ShiNung Ching
10 From Physiological Signals to Pulsatile Dynamics: A Sparse
System Identification Approach 239
Rose T Faghih
11 Neural Engine Hypothesis 267
Hideaki Shimazaki
12 Inferring Neuronal Network Mechanisms Underlying
Anesthesia-Induced Oscillations Using Mathematical Models 293
Sujith Vijayan and Michelle McCarthy
Epilogue 317
|
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| discipline | Psychologie Medizin |
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| spelling | Dynamic Neuroscience statistics, modeling, and control Zhe Chen, Sridevi V. Sarma, editors Cham, Switzerland Springer [2018] xxi, 328 Seiten Illustrationen, Diagramme 23.5 cm x 15.5 cm txt rdacontent n rdamedia nc rdacarrier Neurobiologie (DE-588)4041871-6 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf PBT Neural signal processing Neuronal coding theories Neural engineering Neural activity State-space paradigm Hippocampal replay Oscillatory and multivariate data Gaussian approximation Applications to neuronal data Dynamical system model of behavior Neuronal population theories Brain-machine interface systems Enteric nervous system High-resolution electrogastrogram Theoretical neuroscience Statistical neuroscience (DE-588)4016928-5 Festschrift gnd-content (DE-588)4143413-4 Aufsatzsammlung gnd-content Neurobiologie (DE-588)4041871-6 s Modellierung (DE-588)4170297-9 s DE-604 Chen, Zhe edt Sarma, Sridevi V. edt Brown, Emery Neal hnr Springer International Publishing (DE-588)1064344704 pbl Erscheint auch als Online-Ausgabe 978-3-319-71976-4 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=54d54d21960a4ed6adf0e1a5dbaa2f3f&prov=M&dok_var=1&dok_ext=htm Inhaltstext X:MVB http://www.springer.com/ HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030685281&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Dynamic Neuroscience statistics, modeling, and control Neurobiologie (DE-588)4041871-6 gnd Modellierung (DE-588)4170297-9 gnd |
| subject_GND | (DE-588)4041871-6 (DE-588)4170297-9 (DE-588)4016928-5 (DE-588)4143413-4 |
| title | Dynamic Neuroscience statistics, modeling, and control |
| title_auth | Dynamic Neuroscience statistics, modeling, and control |
| title_exact_search | Dynamic Neuroscience statistics, modeling, and control |
| title_full | Dynamic Neuroscience statistics, modeling, and control Zhe Chen, Sridevi V. Sarma, editors |
| title_fullStr | Dynamic Neuroscience statistics, modeling, and control Zhe Chen, Sridevi V. Sarma, editors |
| title_full_unstemmed | Dynamic Neuroscience statistics, modeling, and control Zhe Chen, Sridevi V. Sarma, editors |
| title_short | Dynamic Neuroscience |
| title_sort | dynamic neuroscience statistics modeling and control |
| title_sub | statistics, modeling, and control |
| topic | Neurobiologie (DE-588)4041871-6 gnd Modellierung (DE-588)4170297-9 gnd |
| topic_facet | Neurobiologie Modellierung Festschrift Aufsatzsammlung |
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