Language:
English
繁體中文
Help
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Computational Neuroscience Models of...
~
Chakravarthy, V. Srinivasa.
Computational Neuroscience Models of the Basal Ganglia
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Computational Neuroscience Models of the Basal Ganglia/ by V. Srinivasa Chakravarthy, Ahmed A. Moustafa.
Author:
Chakravarthy, V. Srinivasa.
other author:
Moustafa, Ahmed A.
Description:
XIV, 296 p. 94 illus., 74 illus. in color.online resource. :
Contained By:
Springer Nature eBook
Subject:
Biomedical engineering. -
Online resource:
https://doi.org/10.1007/978-981-10-8494-2
ISBN:
9789811084942
Computational Neuroscience Models of the Basal Ganglia
Chakravarthy, V. Srinivasa.
Computational Neuroscience Models of the Basal Ganglia
[electronic resource] /by V. Srinivasa Chakravarthy, Ahmed A. Moustafa. - 1st ed. 2018. - XIV, 296 p. 94 illus., 74 illus. in color.online resource. - Cognitive Science and Technology,2195-3988. - Cognitive Science and Technology,.
Part 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.
The 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.
ISBN: 9789811084942
Standard No.: 10.1007/978-981-10-8494-2doiSubjects--Topical Terms:
588770
Biomedical engineering.
LC Class. No.: R856-857
Dewey Class. No.: 610.28
Computational Neuroscience Models of the Basal Ganglia
LDR
:03586nam a22004335i 4500
001
989043
003
DE-He213
005
20200705160856.0
007
cr nn 008mamaa
008
201225s2018 si | s |||| 0|eng d
020
$a
9789811084942
$9
978-981-10-8494-2
024
7
$a
10.1007/978-981-10-8494-2
$2
doi
035
$a
978-981-10-8494-2
050
4
$a
R856-857
050
4
$a
HC79.E5
050
4
$a
GE220
072
7
$a
MQW
$2
bicssc
072
7
$a
TEC059000
$2
bisacsh
072
7
$a
MQW
$2
thema
082
0 4
$a
610.28
$2
23
100
1
$a
Chakravarthy, V. Srinivasa.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1202442
245
1 0
$a
Computational Neuroscience Models of the Basal Ganglia
$h
[electronic resource] /
$c
by V. Srinivasa Chakravarthy, Ahmed A. Moustafa.
250
$a
1st ed. 2018.
264
1
$a
Singapore :
$b
Springer Singapore :
$b
Imprint: Springer,
$c
2018.
300
$a
XIV, 296 p. 94 illus., 74 illus. in color.
$b
online resource.
336
$a
text
$b
txt
$2
rdacontent
337
$a
computer
$b
c
$2
rdamedia
338
$a
online resource
$b
cr
$2
rdacarrier
347
$a
text file
$b
PDF
$2
rda
490
1
$a
Cognitive Science and Technology,
$x
2195-3988
505
0
$a
Part 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
$a
The 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
$a
Biomedical engineering.
$3
588770
650
0
$a
Neurosciences.
$3
593561
650
0
$a
Neurology .
$3
1253459
650
1 4
$a
Biomedical Engineering and Bioengineering.
$3
1211019
650
2 4
$a
Neurology.
$3
593894
700
1
$a
Moustafa, Ahmed A.
$4
aut
$4
http://id.loc.gov/vocabulary/relators/aut
$3
1202443
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9789811084935
776
0 8
$i
Printed edition:
$z
9789811084959
776
0 8
$i
Printed edition:
$z
9789811341687
830
0
$a
Cognitive Science and Technology,
$x
2195-3988
$3
1265847
856
4 0
$u
https://doi.org/10.1007/978-981-10-8494-2
912
$a
ZDB-2-ENG
912
$a
ZDB-2-SXE
950
$a
Engineering (SpringerNature-11647)
950
$a
Engineering (R0) (SpringerNature-43712)
based on 0 review(s)
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login