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This course explores the organization of synaptic connectivity as the basis of neural computation and learning.
FREE
This course includes
Hours of videos
305 years, 6 months
Units & Quizzes
11
Unlimited Lifetime access
Access on mobile app
Certificate of Completion
Perceptrons and dynamical theories of recurrent networks including amplifiers, attractors, and hybrid computation are covered. Additional topics include backpropagation and Hebbian learning, as well as models of perception, motor control, memory, and neural development.
Course Currilcum
- From Spikes to Rates Unlimited
- Lateral Inhibition and Feature Selectivity Unlimited
- Hamiltonian Dynamics Unlimited
- Antisymmetric Networks Unlimited
- Excitatory-Inhibitory Networks Unlimited
- VQ Unlimited
- PCA Unlimited
- Delta Rule Unlimited
- Conditioning Unlimited
- Backpropagation Unlimited
- More Backpropagation Unlimited
