FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

This course gives a mathematical introduction to neural coding and dynamics.

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Created by
Massachusetts Institute of Technology

December 5, 2022

UK

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Last updated:

December 5, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

This course gives a mathematical introduction to neural coding and dynamics.

Topics include convolution, correlation, linear systems, game theory, signal detection theory, probability theory, information theory, and reinforcement learning. Applications to neural coding, focusing on the visual system are covered, as well as Hodgkin-Huxley and other related models of neural excitability, stochastic models of ion channels, cable theory, and models of synaptic transmission.

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Course Curriculum

  • Introduction Unlimited
  • Convolution and Correlation 1 Unlimited
  • Optional Lecture 1 Unlimited
  • Convolution and Correlation 2 Unlimited
  • Operant Matching 1 Unlimited

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Massachusetts Institute of Technology