MATLAB for neuroscientists: an introduction to scientific computing in MATLAB
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Amsterdam [u.a.]
Elsevier
2009
|
| Subjects: | |
| Online Access: | Table of contents only Inhaltsverzeichnis |
| Physical Description: | XIV, 384, [8] S. Ill., graph. Darst. 25 cm |
| ISBN: | 9780123745514 0123745519 |
Staff View
MARC
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| 245 | 1 | 0 | |a MATLAB for neuroscientists |b an introduction to scientific computing in MATLAB |c Pascal Wallisch ... |
| 246 | 1 | 3 | |a MATLAB for neuroscientists |
| 264 | 1 | |a Amsterdam [u.a.] |b Elsevier |c 2009 | |
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Record in the Search Index
| _version_ | 1823676291851747328 |
|---|---|
| adam_text |
Con
Preface vii
About the Authors xi
How to Use this Book xiii
Parti
FUNDAMENTALS
1. Introduction 3
2. MATLAB Tutorial 7
Part II
DATA COLLECTION WITH
MATLAB
3. Visual Search and Pop Out 59
4. Attention 71
5. Psychophysics 79
6. Signal Detection Theory 97
Part HI
DATA ANALYSIS WITH
MATLAB
7. Frequency Analysis Part I: Fourier
Decomposition 117
8. Frequency Analysis Part II: Nonstationary Signals
and Spectrograms 125
9. Wavelets 133
10. Convolution 141
11. Introduction to Phase Plane Analysis 153
Ltents
12. Exploring the Fitzhugh-Nagumo Model 163
13. Neural Data Analysis: Encoding 173
14- Principal Components Analysis 183
15. Information Theory 193
16. Neural Decoding Part I: Discrete Variables 203
17. Neural Decoding Part II: Continuous
Variables 211
18. Functional Magnetic Imaging 219
Part IV
DATA MODELING WITH
MATLAB
19. Voltage-Gated Ion Channels 229
20. Models of a Single Neuron 239
21. Models of the Retina 247
22. Simplified Model of Spiking Neurons 255
23. Fitzhugh-Nagumo Model: Traveling Waves 261
24. Decision Theory 275
25. Markov Models 283
26. Modeling Spike Trains as a Poisson Process 291
27. Synaptic Transmission 299
28. Neural Networks Part I: Unsupervised
Learning 307
29. Neural Network Part II: Supervised
Learning 319
Appendix A: Thinking in MATLAB 339
Appendix B: Linear Algebra Review 345
Appendix C: Master Equation List 355
References 371
Index 379 |
| any_adam_object | 1 |
| author_GND | (DE-588)1017021880 |
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| bvnumber | BV035848706 |
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| ctrlnum | (OCoLC)636256988 (DE-599)BVBBV035848706 |
| dewey-full | 612.80285 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 612 - Human physiology |
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| dewey-tens | 610 - Medicine and health |
| discipline | Informatik Psychologie Medizin |
| format | Book |
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| isbn | 9780123745514 0123745519 |
| language | English |
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| spelling | MATLAB for neuroscientists an introduction to scientific computing in MATLAB Pascal Wallisch ... MATLAB for neuroscientists Amsterdam [u.a.] Elsevier 2009 XIV, 384, [8] S. Ill., graph. Darst. 25 cm txt rdacontent n rdamedia nc rdacarrier MATLAB Datenverarbeitung Neurosciences Data processing Computing Methodologies Neurosciences Neurowissenschaften (DE-588)7555119-6 gnd rswk-swf MATLAB (DE-588)4329066-8 gnd rswk-swf MATLAB (DE-588)4329066-8 s Neurowissenschaften (DE-588)7555119-6 s b DE-604 Wallisch, Pascal 1978- Sonstige (DE-588)1017021880 oth Erscheint auch als Online-Ausgabe 978-0-08-092328-4 (DE-604)BV042310964 http://www.loc.gov/catdir/toc/ecip0822/2008028494.html Table of contents only HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018706821&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | MATLAB for neuroscientists an introduction to scientific computing in MATLAB MATLAB Datenverarbeitung Neurosciences Data processing Computing Methodologies Neurosciences Neurowissenschaften (DE-588)7555119-6 gnd MATLAB (DE-588)4329066-8 gnd |
| subject_GND | (DE-588)7555119-6 (DE-588)4329066-8 |
| title | MATLAB for neuroscientists an introduction to scientific computing in MATLAB |
| title_alt | MATLAB for neuroscientists |
| title_auth | MATLAB for neuroscientists an introduction to scientific computing in MATLAB |
| title_exact_search | MATLAB for neuroscientists an introduction to scientific computing in MATLAB |
| title_full | MATLAB for neuroscientists an introduction to scientific computing in MATLAB Pascal Wallisch ... |
| title_fullStr | MATLAB for neuroscientists an introduction to scientific computing in MATLAB Pascal Wallisch ... |
| title_full_unstemmed | MATLAB for neuroscientists an introduction to scientific computing in MATLAB Pascal Wallisch ... |
| title_short | MATLAB for neuroscientists |
| title_sort | matlab for neuroscientists an introduction to scientific computing in matlab |
| title_sub | an introduction to scientific computing in MATLAB |
| topic | MATLAB Datenverarbeitung Neurosciences Data processing Computing Methodologies Neurosciences Neurowissenschaften (DE-588)7555119-6 gnd MATLAB (DE-588)4329066-8 gnd |
| topic_facet | MATLAB Datenverarbeitung Neurosciences Data processing Computing Methodologies Neurosciences Neurowissenschaften |
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