Computational Neuroscience Series
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Modeling Neural Circuits Made Simple with Python
Modeling Neural Circuits Made Simple with Python
ISBN: 9780262548083
Publisher: The MIT Press
Pub Date: March 19, 2024
An accessible undergraduate textbook in computational neuroscience that provides an introduction to the mathematical and computational modeling of neurons and networks of neurons.
Principles of Brain Dynamics
Global State Interactions
ISBN: 9780262549905
Publisher: The MIT Press
Pub Date: December 5, 2023
Experimental and theoretical approaches to global brain dynamics that draw on the latest research in the field.
Biological Learning and Control
Biological Learning and Control
How the Brain Builds Representations, Predicts Events, and Makes Decisions
ISBN: 9780262549554
Publisher: The MIT Press
Pub Date: October 31, 2023
A novel theoretical framework that describes a possible rationale for the regularity in how we move, how we learn, and how our brain predicts events.
Neural Control Engineering
The Emerging Intersection between Control Theory and Neuroscience
ISBN: 9780262546713
Publisher: The MIT Press
Pub Date: November 1, 2022
How powerful new methods in nonlinear control engineering can be applied to neuroscience, from fundamental model formulation to advanced medical applications.
An Introductory Course in Computational Neuroscience
An Introductory Course in Computational Neuroscience
ISBN: 9780262038256
Publisher: The MIT Press
Pub Date: October 2, 2018
A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neural behavior.
Dynamical Systems in Neuroscience
Dynamical Systems in Neuroscience
The Geometry of Excitability and Bursting
ISBN: 9780262514200
Publisher: The MIT Press
Pub Date: January 22, 2010
Explains the relationship of electrophysiology, nonlinear dynamics, and the computational properties of neurons, with each concept presented in terms of both neuroscience and mathematics and illustrated using geometrical intuition.
Brain Computation as Hierarchical Abstraction
Brain Computation as Hierarchical Abstraction
ISBN: 9780262534123
Publisher: The MIT Press
Pub Date: February 20, 2015
An argument that the complexities of brain function can be understood hierarchically, in terms of different levels of abstraction, as silicon computing is.
Bayesian Brain
Probabilistic Approaches to Neural Coding
ISBN: 9780262516013
Publisher: The MIT Press
Pub Date: January 21, 2011
Experimental and theoretical neuroscientists use Bayesian approaches to analyze the brain mechanisms of perception, decision-making, and motor control.
Theoretical Neuroscience
Computational and Mathematical Modeling of Neural Systems
ISBN: 9780262041997
Publisher: The MIT Press
Pub Date: October 26, 2001
Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces...
Neural Engineering
Computation, Representation, and Dynamics in Neurobiological Systems
ISBN: 9780262550604
Publisher: The MIT Press
Pub Date: August 20, 2004
For years, researchers have used the theoretical tools of engineering to understand neural systems, but much of this work has been conducted in relative isolation. In Neural Engineering, Chris Eliasmith...
Modeling Neural Circuits Made Simple with Python
Modeling Neural Circuits Made Simple with Python
ISBN: 9780262548083
Publisher: The MIT Press
Pub Date: March 19, 2024
Principles of Brain Dynamics
Global State Interactions
ISBN: 9780262549905
Publisher: The MIT Press
Pub Date: December 5, 2023
Biological Learning and Control
Biological Learning and Control
How the Brain Builds Representations, Predicts Events, and Makes Decisions
ISBN: 9780262549554
Publisher: The MIT Press
Pub Date: October 31, 2023
Neural Control Engineering
The Emerging Intersection between Control Theory and Neuroscience
ISBN: 9780262546713
Publisher: The MIT Press
Pub Date: November 1, 2022
An Introductory Course in Computational Neuroscience
An Introductory Course in Computational Neuroscience
ISBN: 9780262038256
Publisher: The MIT Press
Pub Date: October 2, 2018
Dynamical Systems in Neuroscience
Dynamical Systems in Neuroscience
The Geometry of Excitability and Bursting
ISBN: 9780262514200
Publisher: The MIT Press
Pub Date: January 22, 2010
Brain Computation as Hierarchical Abstraction
Brain Computation as Hierarchical Abstraction
ISBN: 9780262534123
Publisher: The MIT Press
Pub Date: February 20, 2015
Bayesian Brain
Probabilistic Approaches to Neural Coding
ISBN: 9780262516013
Publisher: The MIT Press
Pub Date: January 21, 2011
Theoretical Neuroscience
Computational and Mathematical Modeling of Neural Systems
ISBN: 9780262041997
Publisher: The MIT Press
Pub Date: October 26, 2001
Neural Engineering
Computation, Representation, and Dynamics in Neurobiological Systems
ISBN: 9780262550604
Publisher: The MIT Press
Pub Date: August 20, 2004