ica
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A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
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Jun 5, 2024 - Julia
ICA-AROMA Software Package: a data-driven method to identify and remove head motion-related artefacts from functional MRI data.
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May 17, 2024 - Python
Automatic EEG IC classification plugin for EEGLAB
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Jan 23, 2025 - MATLAB
This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).
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Apr 22, 2024 - Jupyter Notebook
Using computational tools to explore the networks underlying cognitive neuroscience
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Jan 16, 2020 - Jupyter Notebook
Matrix decomposition algorithms including PCA (principal component analysis) and ICA (independent component analysis)
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Feb 23, 2025 - Rust
Python implementation of a stabilized ICA algorithm
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Nov 25, 2024 - Python
Create optimized ICA training (OPTICAT) data for EEG data recorded during free viewing (Dimigen, 2020, NeuroImage)
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Jun 27, 2024 - MATLAB
Repository that gathers code for signal processing
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Dec 6, 2019 - Python
MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalographic (EEG) raw data.
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Nov 26, 2024 - Jupyter Notebook
Robust electrophysiology tools with GPU acceleration
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Nov 15, 2024 - Cuda
Discovering Universal Geometry in Embeddings with ICA (Published in EMNLP 2023)
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Jan 30, 2025 - Python
This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).
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Sep 5, 2024 - Python
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