Alexander Mathis

EPFL SV BMI UPAMATHIS
Campus Biotech
Bâtiment H4
Chemin des mines 9
CH-1202 Genève

EPFL SV SSV-GE
SG 1310.3 (Bâtiment SG)
Station 15
CH-1015 Lausanne

Web site: Web site: https://sv.epfl.ch/education

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Administrative data

Fields of expertise

Measuring and modeling behavior, machine learning, computational neuroscience

Publications

Selected publications

Other publications

Teaching & PhD

Teaching

Life Sciences Engineering

PhD Programs

Doctoral Program in Neuroscience

Doctoral program in computer and communication sciences

Doctoral program in robotics, control, and intelligent systems

Courses

Projects in informatics for SV

We present and apply software engineering principles to program projects in Python. Projects cover problems in life sciences, and will be developed over the course of the semester.

Lecture series on scientific machine learning

This lecture presents ongoing work on how scientific questions can be tackled using machine learning. Machine learning enables extracting knowledge from data computationally and in an automatized way. We will learn on examples how this is influencing the very scientific method.