I am Julien Vitay, researcher in Artificial Intelligence and Computational Neuroscience. Here is a selection of my useful repos:
- ANNarchy : official repo for ANNarchy.
- Documentation : documentation for ANNarchy.
- 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.
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.
- 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.
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.