大葉大學圖書館 |

Validating neuro-computational models of neurological and psychiatric disorders[electronic resource] /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	616.8
書名/作者:	Validating neuro-computational models of neurological and psychiatric disorders/ edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury.
其他作者:	Bhattacharya, Basabdatta Sen.
出版者:	Cham : : Springer International Publishing :, 2015.
面頁冊數:	xviii, 315 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Computational neuroscience.
標題:	Neuropsychiatry.
標題:	Mental illness - Physiological aspects.
標題:	Biomedicine.
標題:	Neurosciences.
標題:	Neurology.
標題:	Mathematical Models of Cognitive Processes and Neural Networks.
ISBN:	9783319200378
ISBN:	9783319200361
內容註:	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.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-20037-8

Validating neuro-computational models of neurological and psychiatric disorders[electronic resource] /
Validating neuro-computational models of neurological and psychiatric disorders[electronic resource] /edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury. - Cham :Springer International Publishing :2015. - xviii, 315 p. :ill., digital ;24 cm. - Springer series in computational neuroscience,v.142197-1900 ;. - Springer series in computational neuroscience ;v.10..

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.

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.

ISBN: 9783319200378

Standard No.: 10.1007/978-3-319-20037-8doiSubjects--Topical Terms:

395302
Computational neuroscience.

LC Class. No.: QP357.5

Dewey Class. No.: 616.8

Validating neuro-computational models of neurological and psychiatric disorders[electronic resource] /
LDR:02769nam a2200325 a 4500 001 443662
003 DE-He213
005 20160406095747.0
006 m d
007 cr nn 008maaau
008 160715s2015 gw s 0 eng d
020 $a 9783319200378 $q (electronic bk.)
020 $a 9783319200361 $q (paper)
024 7 $a 10.1007/978-3-319-20037-8 $2 doi
035 $a 978-3-319-20037-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QP357.5
072 7 $a PSAN $2 bicssc
072 7 $a MED057000 $2 bisacsh
082 0 4 $a 616.8 $2 23
090 $a QP357.5 $b .V172 2015
245 0 0 $a Validating neuro-computational models of neurological and psychiatric disorders $h [electronic resource] / $c edited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a xviii, 315 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer series in computational neuroscience, $x 2197-1900 ; $v v.14
505 0 $a 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.
520 $a 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.
650 0 $a Computational neuroscience. $3 395302
650 0 $a Neuropsychiatry. $3 393968
650 0 $a Mental illness $x Physiological aspects. $3 554102
650 1 4 $a Biomedicine. $3 463454
650 2 4 $a Neurosciences. $3 372208
650 2 4 $a Neurology. $3 402687
650 2 4 $a Mathematical Models of Cognitive Processes and Neural Networks. $3 590938
700 1 $a Bhattacharya, Basabdatta Sen. $3 634525
700 1 $a Chowdhury, Fahmida N. $3 634526
710 2 $a SpringerLink (Online service) $3 463450
773 0 $t Springer eBooks
830 0 $a Springer series in computational neuroscience ; $v v.10. $3 464365
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-20037-8
950 $a Biomedical and Life Sciences (Springer-11642)