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001 978-981-10-8494-2
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007 cr nn 008mamaa
008 180321s2018 si | s |||| 0|eng d
020 _a9789811084942
_9978-981-10-8494-2
024 7 _a10.1007/978-981-10-8494-2
_2doi
050 4 _aR856-857
072 7 _aMQW
_2bicssc
072 7 _aTEC059000
_2bisacsh
072 7 _aMQW
_2thema
082 0 4 _a610.28
_223
100 1 _aChakravarthy, V. Srinivasa.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_937575
245 1 0 _aComputational Neuroscience Models of the Basal Ganglia
_h[electronic resource] /
_cby V. Srinivasa Chakravarthy, Ahmed A. Moustafa.
250 _a1st ed. 2018.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2018.
300 _aXIV, 296 p. 94 illus., 74 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCognitive Science and Technology,
_x2195-3996
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.
650 0 _aBiomedical engineering.
_93292
650 0 _aNeurosciences.
_924499
650 0 _aNeurology .
_937576
650 1 4 _aBiomedical Engineering and Bioengineering.
_931842
650 2 4 _aNeuroscience.
_934310
650 2 4 _aNeurology.
_937577
700 1 _aMoustafa, Ahmed A.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_937578
710 2 _aSpringerLink (Online service)
_937579
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789811084935
776 0 8 _iPrinted edition:
_z9789811084959
776 0 8 _iPrinted edition:
_z9789811341687
830 0 _aCognitive Science and Technology,
_x2195-3996
_937580
856 4 0 _uhttps://doi.org/10.1007/978-981-10-8494-2
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c76197
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