Code
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).
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Neuro-Cognitive Multilevel Causal Modeling
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Neuronal Manifold Learning
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Brain-AI Interfaces
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REVIRE (REhabilitation in VIrtual REality)
- GitHub REVIRE
- Publication:
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Measurement Dependence Inducing Latent (MeDIL) Causal Modelling Toolbox
- Author: Alex Markham
- GitLab MeDIL
- Publication: Measurement Dependence Inducing Latent Causal Models
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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.
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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