Universiteit Leiden

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École Polytchnique Fédérale de Lausanne

Biological modelling of neural networks

In this course we study mathematical models of neurons and neuronal networks in the context of biology and establish links to models of cognition.

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Level

MA all years

Study credits

4

Language

English

 

Duration 17-02-2020 - 29-05-2020

Deadline for registering

17-02-2020

Entry requirements

Required courses undergraduate math at the level of electrical engineering or physics majors undergraduate physics. Recommended courses Analysis I-III, linear algebra, probability and statistics For SSV students: Dynamical Systems Theory for Engineers or "Mathematical and Computational Models in Biology" Important concepts to start the course Differential equations, stochastic processes.

Assessment

The exam will take place between 14-06-2020 and 04-07-2020. The exact date of the exam is still to be announced. It is not possible to do a resit.

Signal processing for communications

Students learn digital signal processing theory, including discrete time, Fourier analysis, filter design, adaptive filtering, sampling, interpolation and quantization; they are introduced to image processing and data communication system design.

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Level

MA 1

Study credits

6

Language

English

Duration 17-02-2020 - 04-05-2020

Deadline for registering

17-02-2020

Entry requirements

Required courses calculus, linear algebra Recommended courses Circuits and systems, basic probability theory Important concepts to start the course vectors and vector spaces, functions and sequences, infinite series.

Assessment

The exam will take place between 15-06-2020 and 04-07-2020. The exact date of the exam is still to be announced. It is not possible to do a resit.

Fundamentals of Biomedical Imaging

The goal of this course is to illustrate how modern principles of basic science approaches are integrated into the major biomedical imaging modalities of importance to biology and medicine, with an emphasis on those of interest to in vivo.

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Level

MA all years

Study credits

4

Language

English

Duration 17-02-2020 - 29-05-2020

Deadline for registering

17-02-2020

Entry requirements

General Physics I-III (general physics courses at EPFL).

Assessment

The exam will take place between 15-06-2020 and 04-07-2020. The exact date of the exam is still to be announced. It is not possible to do a resit.

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