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Manuel Beiran

LNC2

Doctorant

29 rue d'Ulm
75005 Paris France

Laboratoire
LNC2
Equipe
Network Dynamics and Computations
Publications sélectionnées
Article dans une revue internationale  

Beiran, M. & Ostojic, S. (2019). Contrasting the effects of adaptation and synaptic filtering on the timescales of dynamics in recurrent networks . PLoS Computational Biology, 15(3), e1006893

Article dans une revue internationale  

Beiran, M., Kruscha, A., Benda, J. & Lindner, B. (2018). Coding of time-dependent stimuli in homogeneous and heterogeneous neural populations. Journal of computational neuroscience, 44(2), 189-202. doi:10.1007/s10827-017-0674-4

Cours - AT2 - Atelier théorique de modélisation computationelle

Tutor: Manuel Beiran (manuel.beiran – at – ens.fr)

Time & place (2nd  semester, 2018-2019): every Thursday (13.30 - 15.30), salle Ribot, 29 rue d'Ulm (ENS)


Next deadline : send report Ex.1 before March 14th, 9:30am

Preliminary schedule:

March 7th:

- Introduction to the course
- Introduction to Python
- Exercise set # 1

March 14th:

- Behavioral modeling: Rescorla-Wagner rule
- Exercise set # 2
Deadline: Exercise set #1

March 21st:
- Behavioral modeling: instrumental conditioning
- Introduction to Numpy/Scipy

March 28th:
- Behavioral modeling: drift-diffusion model
- Introduction to differential equations

April 4th (to be shifted):
- Neural variability and spike train statistics
- Exercise set # 3
Deadline: Exercise set #2

April 11th:

- Integrate-and-fire neurons

April 18th:

- Adaptation

April 25th:
- Firing rate models (1)
- Exercise set # 4
Deadline: Exercise set #3

May 9th:

- Firing rate models (2)

May 16th:

- Firing rate models (3)

May 23rd – June 6th – June 13th:

- Paper implementation
Deadline 23th May: Exercise set #4

June 15th
Deadline: Paper report