drasros / neuralICA
Independent Component Analysis (or other spacial recomposition) embedded in neural layers
☆13Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for neuralICA
- WICA: nonlinear weighted ICA☆11Updated last year
- Multivariate Dictionary Learning Algorithm☆23Updated 10 months ago
- Experiments on Self-Supervised Learning on EEG data☆18Updated 4 years ago
- Generalized Canonical Correlation Analysis☆49Updated 7 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Spatio-temporal alignements: Optimal transport in space and time☆42Updated 3 years ago
- Python wrapper for the DPMMSubClusterStreaming.jl Julia package.☆14Updated 2 years ago
- Dynamical Components Analysis☆30Updated last year
- Several maximum likelihood ICA algorithms, including Picard☆22Updated 7 years ago
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆31Updated 8 years ago
- Code helper for BEETL competition☆11Updated 3 years ago
- Alignment between clustered datasets via hierarchical Wasserstein distance☆38Updated last year
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13Updated 3 years ago
- ☆22Updated 3 months ago
- Time-Contrastive Learning☆64Updated 6 years ago
- GitHub repository for "A Riemannian Network for SPD Matrix Learning", AAAI 2017.☆50Updated 3 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated last year
- CNN Neural System Identification Model☆30Updated 6 years ago
- Targeting EEG/LFP synchrony with neural nets☆16Updated 5 years ago
- Worked examples☆15Updated 6 years ago
- ☆10Updated 3 years ago
- ☆10Updated 3 years ago
- ☆10Updated 7 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Recurrent convolutional neural networks for object recognition☆17Updated 4 years ago
- Group elastic net implementation in PyTorch.☆44Updated 4 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆29Updated last year
- Preconditioned ICA for Real Data☆107Updated this week
- Multi-task regression in Python☆26Updated 3 years ago
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆32Updated 2 years ago