The field of computational neuroscience explores the neural code that allows the brain to solve various problems such as information representation, learning, and decision-making. This year, the course will involve hands-on projects spanning a variety of topics, including nonlinear analysis of neural circuits, role of neuronal oscillations, object perception, memory of music.