residual deep cnn and lstm for classifying SEED data
☆13May 1, 2023Updated 2 years ago
Alternatives and similar repositories for SEED-EEG-Deep-neural-network
Users that are interested in SEED-EEG-Deep-neural-network are comparing it to the libraries listed below
Sorting:
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Jul 16, 2021Updated 4 years ago
- Emotion-Classification-by-EEG-DEAP-Dataset implemented in 2DCNNN-LSTM-1DCNN+GRU and the 1D_cnn+gru model gives the highest accuracy☆11May 26, 2023Updated 2 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18May 28, 2022Updated 3 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆40Jul 29, 2023Updated 2 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Mar 7, 2023Updated 3 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆82Oct 26, 2021Updated 4 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆124Nov 4, 2020Updated 5 years ago
- Diffusion for EEG☆11Jan 2, 2023Updated 3 years ago
- ☆10Dec 3, 2021Updated 4 years ago
- code related to Shirvalkar et al. 2023 - Nature Neuroscience☆10May 22, 2023Updated 2 years ago
- A pytorch implementation of the AAAI2021 paper GraCapsNet: Interpretable Graph Capsule Networks for Object Recognition☆10Oct 2, 2022Updated 3 years ago
- ☆12Mar 8, 2023Updated 3 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆94Dec 5, 2017Updated 8 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Apr 18, 2023Updated 2 years ago
- [ICML 2024] Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning☆11Jun 1, 2024Updated last year
- Riemannian Geometry-Based Spatial Filtering (RSF)☆16Jun 22, 2025Updated 8 months ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- ☆17Oct 6, 2025Updated 5 months ago
- Implements PyTorch model which updates SPD weights on Riemannian Manifold. Based on Huang, Z., & Van Gool, L. (2016). A Riemannian Netwo…☆12Mar 8, 2019Updated 6 years ago
- PyTorch implementation for "Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes" (ICML 2024).☆13Jul 21, 2024Updated last year
- ☆11Feb 14, 2025Updated last year
- Codes for Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning☆11May 5, 2022Updated 3 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 2 years ago
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆13Dec 5, 2025Updated 3 months ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- Conditional EEG diffusion model☆16Apr 5, 2024Updated last year
- ☆12Feb 12, 2023Updated 3 years ago
- Interactive notebook introducing the matrix exponential and matrix Lie groups, from the Quantum Formalism lecture series.☆12Apr 17, 2025Updated 10 months ago
- A locally temporal-spatial pattern learning graph attention network (LTS-GAT) for EEG emotion recognition.☆12Jun 4, 2022Updated 3 years ago
- Python backend for BCI Essentials☆15Updated this week
- ☆35Sep 5, 2025Updated 6 months ago
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- An efficient spiking variational autoencoder☆13Nov 13, 2023Updated 2 years ago
- Consider RISs as reflected antenna arrays and propose a framework to achieve fair beam allocations through a single RIS. Elucidate essent…☆12Oct 11, 2024Updated last year
- 脑电情绪识别☆13Nov 20, 2022Updated 3 years ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Jun 8, 2023Updated 2 years ago
- Notes on methods using EEG for seizure prediction☆11Dec 16, 2019Updated 6 years ago
- ☆12Apr 18, 2023Updated 2 years ago