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020 _a9783319200378
024 7 _a10.1007/978-3-319-20037-8
_2doi
050 4 _aQP357.5
_bV355 2015
245 1 0 _aValidating Neuro-Computational Models of Neurological and Psychiatric Disorders
_cedited by Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury.
250 _a1st ed. 2015.
260 _aCham, Switzerland
_bSpringer
_c2015
300 _a1 recurso en línea (XVIII, 315 páginas)
_b110 ilustraciones, 77 ilustraciones en color
336 _aTexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
490 0 _aSpringer Series in Computational Neuroscience
_x2197-1900
_v14
505 0 _aIntroduction -- 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 3 _aThis 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 fieldÂ{u0BE6} 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.
710 2 _aSpringerLink (Online service)
_0Local
_9106996
942 _2lcc
_cLE
988 _aEBOOK, EBSPRINGER, asignarmaterias_11febrero
650 7 _aNeurociencias
_2embne
_9158907
650 2 7 _aNeurociencias
_2embne
_9158907
650 7 _aRedes neuronales artificiales
_2embne
_9678664
700 1 _aBhattacharya, Basabdatta Sen
_eeditor literario
_993898
_0Local
700 1 _aChowdhury, Fahmida N.
_eeditor literario
_0Local
_993899
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-3-319-20037-8
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
907 _a.b12900485
_b10-10-17
_c18-01-16
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