Posts about learning (old posts, page 1)

2017-03-09 Some basics around probabilities

basics of probability theory

In the context of a course in Computational Neuroscience, I am teaching a basic introduction in Probabilities, Bayes and the Free-energy principle.

Let's learn to use probabilities in practice by generating some "synthetic data", that is by using the computer's number generator.

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2017-01-15 Bogacz (2017) A tutorial on free-energy

I enjoyed reading "A tutorial on the free-energy framework for modelling perception and learning" by Rafal Bogacz, which is freely available here. In particular, the author encourages to replicate the results in the paper. He is himself giving solutions in matlab, so I had to do the same in python all within a notebook...

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2015-12-11 Reproducing Olshausen's classical SparseNet (part 3)

This is an old blog post, see the newer version in this post

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2015-12-11 Reproducing Olshausen's classical SparseNet (part 4)

This is an old blog post, see the newer version in this post and following.

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2015-05-12 Extending Olshausens classical SparseNet

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2015-05-06 Reproducing Olshausens classical SparseNet (part 2)

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2015-05-05 Reproducing Olshausen's classical SparseNet (part 1)

This is an old blog post, see the newer version in this post

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