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ID:34749282
大小:6.28 MB
页数:404页
时间:2019-03-10
《Principles of computational modelling in neuroscience (2011) - Sterratt .pdf》由会员上传分享,免费在线阅读,更多相关内容在学术论文-天天文库。
1、ThispageintentionallyleftblankPrinciplesofComputationalModellinginNeuroscienceThenervoussystemismadeupofalargenumberofelementsthatinteractinacomplexfashion.Tounderstandhowsuchacomplexsystemfunctionsrequirestheconstructionandanalysisofcomputationalmodelsatmanydifferentlevels.Thi
2、sbookprovidesastep-by-stepaccountofhowtomodeltheneuronandneuralcircuitrytounderstandthenervoussystematmanylevels,fromionchan-nelstonetworks.Startingwithasimplemodeloftheneuronasanelectricalcircuit,graduallymoredetailsareaddedtoincludetheeffectsofneuronalmor-phology,synapses,ion
3、channelsandintracellularsignalling.Theprincipleofabstractionisexplainedthroughchaptersonsimplifyingmodels,andhowsim-plifiedmodelscanbeusedinnetworks.Thisthemeiscontinuedinafinalchapteronmodellingthedevelopmentofthenervoussystem.Requiringanelementarybackgroundinneuroscienceandsome
4、highschoolmathematics,thistextbookprovidesanidealbasisforacourseoncomputationalneuroscience.Anassociatedwebsite,providingsamplecodesandup-to-datelinkstoexter-nalresources,canbefoundatwww.compneuroprinciples.org.DavidSterrattisaResearchFellowintheSchoolofInformaticsattheUniversi
5、tyofEdinburgh.Hiscomputationalneuroscienceresearchinterestsincludemodelsoflearningandforgetting,andtheformationofconnectionswithinthedevelop-ingnervoussystem.BruceGrahamisaReaderinComputingScienceintheSchoolofNaturalSci-encesattheUniversityofStirling.Focusingoncomputationalneur
6、oscience,hisresearchcoversnervoussystemmodellingatmanylevels.AndrewGilliesworksatPsymetrixLimited,Edinburgh.Hehasbeenactivelyinvolvedincomputationalneuroscienceresearch.DavidWillshawisProfessorofComputationalNeurobiologyintheSchoolofInformaticsattheUniversityofEdinburgh.Hisrese
7、archfocusesontheappli-cationofmethodsofcomputationalneurobiologytoanunderstandingofthedevelopmentandfunctioningofthenervoussystem.PrinciplesofComputationalModellinginNeuroscienceDavidSterrattUniversityofEdinburghBruceGrahamUniversityofStirlingAndrewGilliesPsymetrixLimitedDavidW
8、illshawUniversityofEdinburghCAMBRIDGEUNIVERSITYPRESSCa
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