Machine learning for neuroscience: HMMs, reinforcement learning, and deep learning

Lecture 4 in the machine learning module for the Multimodal Neuroimaging Training Program (MNTP) 2016. Other lectures: We discuss latent variable models (HMM), reinforcement learning, deep learning (neural networks, RNN, LSTM, DBN, CNN), and the combination of reinforcement and deep learning in AlphaGo.