Introduction to Modeling Cognitive Processes Verguts Tom
An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments.Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field's proliferation of novel theories, methods, and data. T… Celý popis ↓
Porovnanie cien Introduction to Modeling Cognitive Processes Verguts Tom
Popis Introduction to Modeling Cognitive Processes Verguts Tom
Introduction to Modeling Cognitive Processes Verguts Tom
An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments.Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field's proliferation of novel theories, methods, and data. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations.
Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills.After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and
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