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710 2 _aSpringerLink (Online service)
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020 _a9789811084942
024 7 _a10.1007/978-981-10-8494-2
_2doi
040 _bspa
_dES-MaUEC
050 4 _aQP357.5
_b2018 EB
100 1 _aChakravarthy, V. Srinivasa
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_0http://id.loc.gov/authorities/names/no2008153284
_1http://viaf.org/viaf/3057154801899056310006
_9669686
245 1 0 _aComputational Neuroscience Models of the Basal Ganglia
_cby V. Srinivasa Chakravarthy, Ahmed A. Moustafa.
264 1 _aSingapore
_bSpringer Singapore :
_bImprint: Springer
_c2018.
300 _a1 recurso en línea (XIV, 296 páginas 94 ilustraciones, 74 ilustraciones a color)
336 _2rdacontent
_aTexto (visual)
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
_2rda
490 0 _aCognitive Science and Technology,
_x2195-3988
490 0 _aEngineering (Springer-11647)
500 _aEBSPRINGER_ENGINEERING_FEB2019
505 0 _aPart 1: Modeling Basal Ganglia -- Introduction -- Basal Ganglia neurobiology -- Functions of Basal Ganglia -- Computational approaches to Basal Ganglia -- Principles of Reinforcement Learning -- The Basal ganglia as an Exploration Engine -- Spiking neuron and biophysical network models of BG with GEN dynamics -- Part 2: Modeling the Functions of Basal Ganglia -- A model of the role of basal ganglia in reaching movements -- A model of the role of basal ganglia in precision grip performance -- A model of the role of basal ganglia in spatial navigation -- A model of the role of basal ganglia in saccade generation -- A model of the role of basal ganglia in gait control -- A model of the role of basal ganglia in working memory -- A model of the role of basal ganglia in action selection -- Part 3: Modeling the action of Neuromodulators in Basal Ganglia -- A model of interaction between dopamine and serotonin in risk-based decision making -- Modeling the joint roles of dopamine and acetylcholine in the striatum -- Modeling the role of norepinephrine in exploratory behaviour -- Part 4: Applications -- Modeling the effects of Deep Brain Stimulation Parkinsonian motor and cognitive symptoms -- Modeling the effects of L-Dopa and dopamine agonists on Parkinsonian motor symptoms -- Modeling the role of the basal ganglia in schizophrenia -- Modeling the role of the basal ganglia in addiction.
520 _aThe book is a compendium of the aforementioned subclass of models of Basal Ganglia, which presents some the key existent theories of Basal Ganglia function. The book presents computational models of basal ganglia-related disorders, including Parkinson’s disease, schizophrenia, and addiction. Importantly, it highlights the applications of understanding the role of the basal ganglia to treat neurological and psychiatric disorders. The purpose of the present book is to amend and expand on James Houk’s book (MIT press; ASIN: B010BF4U9K) by providing a comprehensive overview on computational models of the basal ganglia. This book caters to researchers and academics from the area of computational cognitive neuroscience.
988 _aEBSPRINGER_ENGINEERING_FEB2019
650 7 _2embne
_aNeurociencia computacional
_9481390
700 1 _aMoustafa, Ahmed A
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_1http://viaf.org/viaf/412149066671565601568
776 0 8 _iPrinted edition:
_z9789811084935
776 0 8 _iPrinted edition:
_z9789811084959
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-10-8494-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b06/2019
_dz
_feng
_ggw
_h0