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BI 032 Rafal Bogacz: Back-Propagation in Brains

- Visit Rafal’s Lab Website.
- Rafal's papers we discuss:
- Theories of Error Back-Propagation in the Brain.
- An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity.
- A tutorial on the free-energy framework for modelling perception and learning.
- Check out Episode 9 with Blake Richards about how apical dendrites could do back-prop.
- The Randall O’Reilly early paper describing biologically plausible back propagation:
- O'Reilly, R.C. (1996). Biologically Plausible Error-driven Learning using Local Activation Differences: The Generalized Recirculation Algorithm. Neural Computation, 8, 895-938.
...more
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By Paul Middlebrooks
BI 032 Rafal Bogacz: Back-Propagation in Brains

- Visit Rafal’s Lab Website.
- Rafal's papers we discuss:
- Theories of Error Back-Propagation in the Brain.
- An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity.
- A tutorial on the free-energy framework for modelling perception and learning.
- Check out Episode 9 with Blake Richards about how apical dendrites could do back-prop.
- The Randall O’Reilly early paper describing biologically plausible back propagation:
- O'Reilly, R.C. (1996). Biologically Plausible Error-driven Learning using Local Activation Differences: The Generalized Recirculation Algorithm. Neural Computation, 8, 895-938.
...more
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