From Neuron to Cognition via Computational Neuroscience

✍ Scribed by Arbib, Michael A.;Bonaiuto, James J

• Publisher: The MIT Press
• Year: 2016
• Tongue: English
• Series: Computational neuroscience
• Category: Library

✦ Synopsis

A comprehensive, integrated, and accessible textbook presenting core neuroscientific topics from a computational perspective, tracing a path from cells and circuits to behavior and cognition.

This textbook presents a wide range of subjects in neuroscience from a computational perspective. It offers a comprehensive, integrated introduction to core topics, using computational tools to trace a path from neurons and circuits to behavior and cognition. Moreover, the chapters show how computational neuroscience—methods for modeling the causal interactions underlying neural systems—complements empirical research in advancing the understanding of brain and behavior.

The chapters—all by leaders in the field, and carefully integrated by the editors—cover such subjects as action and motor control; neuroplasticity, neuromodulation, and reinforcement learning; vision; and language—the core of human cognition.

The book can be used for...

✦ Subjects

Modèles mathématiques;Neurosciences;Neurosciences cognitives;Neurosciences informatiques;Philosophie et neurosciences;Réseaux neuronaux (informatique);Réseaux neuronaux (physiologie)