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MATLAB for Neuroscientists
An Introduction to Scientific Computing in MATLAB
Buch von Adam Seth Dickey (u. a.)
Sprache: Englisch

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Beschreibung
2nd edition of the complete study resource for MATLAB, the globally accepted standard for scientific computing, in the fields of neuroscience and psychology.
2nd edition of the complete study resource for MATLAB, the globally accepted standard for scientific computing, in the fields of neuroscience and psychology.
Über den Autor
Pascal Wallisch received his PhD from the University of Chicago, did postdoctoral work at the Center for Neural Science at New York University, and currently serves as a clinical assistant professor of Psychology at New York University. His research interests are at the intersection of Psychology and Neuroscience, specifically Cognitive and Computational Neuroscience. His current work focuses on motion perception, autism and the appraisal of film.
Inhaltsverzeichnis
PrefacePart I: FundamentalsIntroductionTutorialPart II: Data Collection with MatlabVisual Search and Pop OutAttentionPsychophysicsSignal Detection Theory Part III: Data Analysis with MatlabFrequency Analysis Part IFrequency Analysis Part II: Non-stationary Signals and SpectrogramsWaveletsConvolutionIntroduction to Phase Plane AnalysisExploring the Fitzhugh-Nagumo ModelNeural Data Analysis: EncodingPrincipal Components AnalysisInformation TheoryNeural Decoding: Discrete variablesNeural Decoding: Continuous variablesFunctional Magnetic ImagingPart IV: Data Modeling with MatlabVoltage-Gated Ion ChannelsModels of a Single NeuronModels of the RetinaSimplified Models of Spiking NeuronsFitzhugh-Nagumo Model: Traveling WavesDecision TheoryMarkov ModelModeling Spike Trains as a Poisson ProcessSynaptic TransmissionNeural Networks: Unsupervised learningNeural Network: Supervised LearningAppendicesAppendix 1: Thinking in MatlabAppendix 2: Linear Algebra Review
Details
Erscheinungsjahr: 2013
Fachbereich: Andere Fachgebiete
Genre: Medizin
Rubrik: Wissenschaften
Medium: Buch
Seiten: 570
Inhalt: Gebunden
ISBN-13: 9780123838360
ISBN-10: 0123838363
Sprache: Englisch
Einband: Gebunden
Autor: Dickey, Adam Seth
Benayoun, Marc D.
Lusignan, Michael E.
Hatsopoulos, Nicholas G.
Wallisch, Pascal
Baker, Tanya I.
Besonderheit: Unsere Aufsteiger
Hersteller: Elsevier Science Publishing Co Inc
Maße: 238 x 191 x 32 mm
Von/Mit: Adam Seth Dickey (u. a.)
Erscheinungsdatum: 27.11.2013
Gewicht: 1,274 kg
preigu-id: 121047540
Über den Autor
Pascal Wallisch received his PhD from the University of Chicago, did postdoctoral work at the Center for Neural Science at New York University, and currently serves as a clinical assistant professor of Psychology at New York University. His research interests are at the intersection of Psychology and Neuroscience, specifically Cognitive and Computational Neuroscience. His current work focuses on motion perception, autism and the appraisal of film.
Inhaltsverzeichnis
PrefacePart I: FundamentalsIntroductionTutorialPart II: Data Collection with MatlabVisual Search and Pop OutAttentionPsychophysicsSignal Detection Theory Part III: Data Analysis with MatlabFrequency Analysis Part IFrequency Analysis Part II: Non-stationary Signals and SpectrogramsWaveletsConvolutionIntroduction to Phase Plane AnalysisExploring the Fitzhugh-Nagumo ModelNeural Data Analysis: EncodingPrincipal Components AnalysisInformation TheoryNeural Decoding: Discrete variablesNeural Decoding: Continuous variablesFunctional Magnetic ImagingPart IV: Data Modeling with MatlabVoltage-Gated Ion ChannelsModels of a Single NeuronModels of the RetinaSimplified Models of Spiking NeuronsFitzhugh-Nagumo Model: Traveling WavesDecision TheoryMarkov ModelModeling Spike Trains as a Poisson ProcessSynaptic TransmissionNeural Networks: Unsupervised learningNeural Network: Supervised LearningAppendicesAppendix 1: Thinking in MatlabAppendix 2: Linear Algebra Review
Details
Erscheinungsjahr: 2013
Fachbereich: Andere Fachgebiete
Genre: Medizin
Rubrik: Wissenschaften
Medium: Buch
Seiten: 570
Inhalt: Gebunden
ISBN-13: 9780123838360
ISBN-10: 0123838363
Sprache: Englisch
Einband: Gebunden
Autor: Dickey, Adam Seth
Benayoun, Marc D.
Lusignan, Michael E.
Hatsopoulos, Nicholas G.
Wallisch, Pascal
Baker, Tanya I.
Besonderheit: Unsere Aufsteiger
Hersteller: Elsevier Science Publishing Co Inc
Maße: 238 x 191 x 32 mm
Von/Mit: Adam Seth Dickey (u. a.)
Erscheinungsdatum: 27.11.2013
Gewicht: 1,274 kg
preigu-id: 121047540
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