gifale95 / eeg_encodingLinks
Use DNNs to build encoding models of EEG visual responses.
☆101Updated 9 months ago
Alternatives and similar repositories for eeg_encoding
Users that are interested in eeg_encoding are comparing it to the libraries listed below
Sorting:
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆69Updated 2 years ago
- Using vision-language models to decode natural image perception from non-invasive brain recordings.☆178Updated this week
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆187Updated 5 months ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆74Updated last year
- ☆46Updated 10 months ago
- ☆122Updated 4 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆18Updated 6 months ago
- ☆28Updated 6 months ago
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆30Updated 2 years ago
- [ICLR 2023] Code for BrainBERT☆69Updated last month
- Matlab code for SBLEST algorithm☆44Updated last year
- NeurIPS 2024 poster☆28Updated 11 months ago
- Reconstructing Visual Percepts from EEG☆36Updated 7 months ago
- Code for preprocessing data for the Naturalistic viewing EEG FMRI data release from NKI☆50Updated 5 months ago
- EEG2IMAGE: Image Reconstruction from EEG Brain Signals. [ICASSP 2023]☆97Updated 9 months ago
- ☆71Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69Updated 5 years ago
- ☆69Updated 2 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆14Updated last year
- A handbook for EEG data analysis based on Python☆81Updated last year
- ☆48Updated 4 months ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆57Updated last year
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆106Updated 2 years ago
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆40Updated 2 years ago
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆24Updated 2 years ago
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆12Updated last year
- EEGEyeNet is benchmark to evaluate ET prediction based on EEG measurements with an increasing level of difficulty☆45Updated 4 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆59Updated 3 years ago
- ☆27Updated 2 years ago