Manuel Beiran

LNC2

PhD student

29 rue d'Ulm
75005 Paris France

LNC2

Network Dynamics and Computations

manuel.beiran@ens.fr

Website

https://mbeiran.wordpress.com

Selected publications

International Journal article

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

International Journal article

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

All publications

Course - AT2 - Atelier théorique de modélisation computationelle

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

Time & place (2nd semester, 2017-2018): every Monday (10.30 - 12.30), salle Langevin, 29 rue d'Ulm (ENS) 

Next deadline : send report Ex.1 before March 12th, 9:30am

March 5th:
 - Introduction to the course - Introduction to Python - Exercise set # 1

March 12th:
 - Behavioural modeling: Rescorla-Wagner rule - Exercise set # 2
Deadline: Exercise set #1

March 19h:
- Behavioural modeling: instrumental conditioning - Introduction to Numpy/Scipy

March 26th:
- Behavioural modeling: drift-diffusion model - Introduction to differential equations

April 9th:
- Neural variability and spike train statistics - Exercise set # 3
Deadline: Exercise set #2

April 16th:
 - Integrate-and-fire neurons

April 23rd:
 - Adaptation

April 30th:
- Firing rate models (1) - Exercise set # 4
Deadline: Exercise set #3

May 14th:
 - Firing rate models (2)

May 28st - June 4th – June 11th:
 - Paper implementation
Deadline 28th May: Exercise set #4

June 18th
Deadline: Paper report