The Resource Validating Neuro-Computational Models of Neurological and Psychiatric Disorders, edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury, (electronic resource)

Validating Neuro-Computational Models of Neurological and Psychiatric Disorders, edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury, (electronic resource)

Label
Validating Neuro-Computational Models of Neurological and Psychiatric Disorders
Title
Validating Neuro-Computational Models of Neurological and Psychiatric Disorders
Statement of responsibility
edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
This book is a collection of articles by leading researchers working at the cutting edge of neuro-computational modelling of neurological and psychiatric disorders. Each article contains model validation techniques used in the context of the specific problem being studied. Validation is essential for neuro-inspired computational models to become useful tools in the understanding and treatment of disease conditions. Currently, the immense diversity in neuro-computational modelling approaches for investigating brain diseases has created the need for a structured and coordinated approach to benchmark and standardise validation methods and techniques in this field of research. This book serves as a step towards a systematic approach to validation of neuro-computational models used for studying brain diseases, and should be useful for all neuro-computational modellers
Member of
Dewey number
610
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • RjOsZYQpk_g
  • qs87m2-oCy8
Language note
English
LC call number
RC321-580
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Bhattacharya, Basabdatta Sen.
  • Chowdhury, Fahmida N.
Series statement
Springer Series in Computational Neuroscience,
Series volume
14
http://library.link/vocab/subjectName
  • Neurosciences
  • Neurology
  • Neurosciences
  • Neurology
  • Mathematical Models of Cognitive Processes and Neural Networks
Label
Validating Neuro-Computational Models of Neurological and Psychiatric Disorders, edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Discovery and validation of biomarkers based on computational models of normal and pathological hippocampal rhythms -- DCM, Conductance based models and Clinical applications -- Computational Models of Closed-loop Deep Brain Stimulation -- A multiscale 'working brain' model -- How to render Neural Fields more realistic -- Multilevel computational modeling in epilepsy: classical studies and recent advances -- Computational modeling of neuronal dysfunction at molecular level reveals the role of single neurons in circuit functions in cerebellum granule layer -- Modeling Cortical and Thalamocortical Synaptic Loss and Compensation Mechanisms in Alzheimer's disease -- Toward Networks from Spikes -- Epileptogenic networks: applying network analysis techniques to human seizure activity
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (329 p.)
Form of item
online
Isbn
9783319200378
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-20037-8
Specific material designation
remote
System control number
  • (CKB)3710000000498912
  • (EBL)4081985
  • (SSID)ssj0001583918
  • (PQKBManifestationID)16264519
  • (PQKBTitleCode)TC0001583918
  • (PQKBWorkID)14864480
  • (PQKB)10560376
  • (DE-He213)978-3-319-20037-8
  • (MiAaPQ)EBC4081985
  • (EXLCZ)993710000000498912
Label
Validating Neuro-Computational Models of Neurological and Psychiatric Disorders, edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Discovery and validation of biomarkers based on computational models of normal and pathological hippocampal rhythms -- DCM, Conductance based models and Clinical applications -- Computational Models of Closed-loop Deep Brain Stimulation -- A multiscale 'working brain' model -- How to render Neural Fields more realistic -- Multilevel computational modeling in epilepsy: classical studies and recent advances -- Computational modeling of neuronal dysfunction at molecular level reveals the role of single neurons in circuit functions in cerebellum granule layer -- Modeling Cortical and Thalamocortical Synaptic Loss and Compensation Mechanisms in Alzheimer's disease -- Toward Networks from Spikes -- Epileptogenic networks: applying network analysis techniques to human seizure activity
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (329 p.)
Form of item
online
Isbn
9783319200378
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-20037-8
Specific material designation
remote
System control number
  • (CKB)3710000000498912
  • (EBL)4081985
  • (SSID)ssj0001583918
  • (PQKBManifestationID)16264519
  • (PQKBTitleCode)TC0001583918
  • (PQKBWorkID)14864480
  • (PQKB)10560376
  • (DE-He213)978-3-319-20037-8
  • (MiAaPQ)EBC4081985
  • (EXLCZ)993710000000498912

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