Hi there 👋

I am Julien Vitay, researcher in Artificial Intelligence and Computational Neuroscience. Here is a selection of my useful repos:

Neuro-simulator ANNarchy

• ANNarchy : official repo for ANNarchy.
• Documentation : documentation for ANNarchy.

Artificial Intelligence

• Deep Reinforcement Learning : webbook on deep reinforcement learning.
• Water Tank : library for plastic reservoir computing.
• Mesh predictor : predicting FEM meshes using implicit representations. BMBF project ML@Karoprod.
• YoutubeFacesDB : Python module allowing to access the Youtube Faces database.

Computational neuroscience

Code from some papers. See https://github.com/hamkerlab for more repos.

• Schmid, Vitay and Hamker, 2019 : Forward Models in the Cerebellum using Reservoirs and Perturbation Learning. CCN 2019.
• Vitay, 2017 : Habilitation in Computer Science Technische Universität Chemnitz.
• Vitay, 2016 : Robust timing and motor patterns by taming chaos in recurrent neural networks. Rescience, 2(1).
• Vitay and Hamker, 2014 : Timing and expectation of reward: a neuro-computational model of the afferents to the ventral tegmental area. Frontiers in Neurorobotics, 8:4.

Teaching

• Course Deep RL : materials for the course "Deep Reinforcement Learning".
• Course Neurocomputing : materials for the course "Neurocomputing".
• Notebooks Deep RL and Notebooks Neurocomputing : Jupyter notebooks for the courses.

Publishing tools

Recent templates made with Quarto:

• quarto-presentation : template for quarto reveal.js presentations.
• quarto-report : template for quarto reports.
• quarto-website : template for quarto websites.
• quarto-thesis : template for quarto theses.

Older templates:

• PandocPresentation : template for Pandoc reveal.js presentations.
• rst2reveal : RestructuredText to reveal.js presentation tool.