GitHub repositories

On this page you can find the links to the code in the GitHub repositories, followed by the link(s) to the relevant publication(s).

Neuro-Cognitive Multilevel Causal Modeling

• GitHub NC-MCM

• Publication: Neuro-Cognitive Multilevel Causal Modeling: A Framework that Bridges the Explanatory Gap between Neuronal Activity and Cognition

Neuronal Manifold Learning

• GitHub BunDLe Net
• GitHub Comparison algorithms
• GitHub BunDLe Net continuous
• Publication: BundDLe-Net: Neuronal Manifold Learning Meets Behaviour

Brain-AI Interfaces

• GitHub EEG chat
• Publication: A Conversational Brain-Artificial Intelligence Interface

REVIRE (REhabilitation in VIrtual REality)

• GitHub REVIRE
• Publication:

Measurement Dependence Inducing Latent (MeDIL) Causal Modelling Toolbox

• Author: Alex Markham
• GitLab MeDIL
• Publication: Measurement Dependence Inducing Latent Causal Models

Multi-Task Learning (pyMTL) Toolbox

• This toolbox implements transfer learning for EEG decoding, using priors over decoder weights to speed up training.
• Authors: Vinay Jayaram, Karl-Heinz Fiebig
• GitHub pyMTL
• Publication: Jayaram, V. and Alamgir, M. and Altun, Y. and Schölkopf, B. and Grosse-Wentrup, M. "Transfer learning in brain-computer interfaces" IEEE Computational Intelligence Magazine, vol. 11, no. 1, pp. 20–31, 2016.

Riemannian Decoding Toolbox

• Authors: Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram
• Publication: Tangent space spatial filters for interpretable and efficient Riemannian classification
• Repository: TSSF_Code.zip