Relations between connectivity and activity in networks of spiking neurons:
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2012
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | VIII, 98 S. graph. Darst. 30 cm |
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Datensatz im Suchindex
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| adam_text | CONTENTS
1 INTRODUCTION 1
1.1 STRUCTURE AND ACTIVITY OF NEURAL NETWORKS IN
EXPERIMENTS 1
1.2 THEORETICAL MODELS OF NEURAL POPULATIONS 3
1.3 CORRELATIONS IN THEORETICAL MODELS 4
1.4 GRAPH THEORY IN NEUROSCIENCE 5
1.5 AIMS AND STRUCTURE 6
2 HOW STRUCTURE DETERMINES CORRELATIONS IN NEURONAL NETWORKS 9
3 RECURRENT INTERACTIONS IN SPIKING NETWORKS WITH ARBITRARY TOPOLOGY 28
4 RECONSTRUCTION OF SPARSE CONNECTIVITY IN NEURAL NETWORKS FROM SPIKE
TRAIN COVARIANCES 36
5 INFERRING GENERAL RELATIONS BETWEEN NETWORK CHARACTERISTICS FROM
SPECIFIC NETWORK EN
SEMBLES 53
6 THE RELEVANCE OF NETWORK MICRO-STRUCTURE FOR NEURAL DYNAMICS 63
7 SUMMARY OF RESULTS 80
7.1 CORRELATIONS AND CONNECTIVITY 80
7.2 RELATIONS BETWEEN STRUCTURE AND ACTIVITY IN
COMPLEX NETWORKS 82
8 DISCUSSION 85
8.1 DYNAMICS OF STRUCTURED NEURAL NETWORKS 85
8.2 LOW CORRELATIONS IN CORTICAL NETWORKS 86
8.3 IMPACT OF STRUCTURE AND CORRELATIONS ON THE
FUNCTION OF NEURONS 87
8.4 ASSESSING THE RELEVANCE OF RECURRENT CONNECTIONS 88
8.5 INTERPRETATION OF AN ASYNCHRONOUS-IRREGULAR STATE 89
8.6 UNRAVELLING THE ANATOMICAL STRUCTURE OF
MICROCIRCUITS 90
VIII
HTTP://D-NB.INFO/1037705556
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| language | English |
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| spelling | Pernice, Volker Verfasser aut Relations between connectivity and activity in networks of spiking neurons vorgelegt von Volker Pernice 2012 VIII, 98 S. graph. Darst. 30 cm txt rdacontent n rdamedia nc rdacarrier Freiburg (Breisgau), Univ., Diss., 2013 (DE-588)4113937-9 Hochschulschrift gnd-content DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026226239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Pernice, Volker Relations between connectivity and activity in networks of spiking neurons |
| subject_GND | (DE-588)4113937-9 |
| title | Relations between connectivity and activity in networks of spiking neurons |
| title_auth | Relations between connectivity and activity in networks of spiking neurons |
| title_exact_search | Relations between connectivity and activity in networks of spiking neurons |
| title_full | Relations between connectivity and activity in networks of spiking neurons vorgelegt von Volker Pernice |
| title_fullStr | Relations between connectivity and activity in networks of spiking neurons vorgelegt von Volker Pernice |
| title_full_unstemmed | Relations between connectivity and activity in networks of spiking neurons vorgelegt von Volker Pernice |
| title_short | Relations between connectivity and activity in networks of spiking neurons |
| title_sort | relations between connectivity and activity in networks of spiking neurons |
| topic_facet | Hochschulschrift |
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