Dr. Ivan Zubarev from the Department of Neuroscience and Biomedical Engineering (Aalto University) will give a guest talk at the course CS-EJ3311 Deep Learning with Python.

Convolutional Neural Networks for decoding electromagnetic brain activity

In this lecture Dr. Zubarev will describe specificity of brain imaging as an application domain of (deep) machine-learning techniques, introduce CNN-based methods for predicting brain states from the magnetoencephalographic (MEG) measurements, and briefly discuss the role of prior knowledge, and complexity – interpretability dilemma in deep learning.