The official implementation of paper SWIM: SHORT-WINDOW CNN INTEGRATED WITH MAMBA FOR EEG-BASED AUDITORY SPATIAL ATTENTION DECODING
☆20Oct 16, 2024Updated last year
Alternatives and similar repositories for SWIM-ASAD
Users that are interested in SWIM-ASAD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated last year
- ☆14Feb 12, 2023Updated 3 years ago
- This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spo…☆24Jun 9, 2025Updated last year
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆45Apr 15, 2025Updated last year
- This implementation is based on the SincAlignNet model from the paper 'Frequency-Based Alignment of EEG and Audio Signals Using Contrasti…☆14Jul 28, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The International Brain Laboratory et al. (2020) A standardized and reproducible method to measure decision-making in mice. bioRxiv, 9098…☆15Jan 10, 2024Updated 2 years ago
- Learning resources for MIT6.1600: Foundations of Computer Security.☆16Apr 13, 2024Updated 2 years ago
- VT-SNN☆28Mar 14, 2023Updated 3 years ago
- [ICLR 2026] Official implementation of SciTS: Scientific Time Series Understanding and Generation with LLMs☆18Mar 3, 2026Updated 7 months ago
- We propose LightCNN, a lightweight CNN architecture designed for efficient and effective Parkinson's disease classification using EEG dat…☆20Sep 4, 2024Updated 2 years ago
- Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Gen…☆19Jun 1, 2025Updated last year
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated last year
- EEG-Based Emotion Recognition☆70May 29, 2026Updated 4 months ago
- Interactive notebook introducing the matrix exponential and matrix Lie groups, from the Quantum Formalism lecture series.☆12Apr 17, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Openly available framework:☆12Feb 23, 2021Updated 5 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆134Sep 5, 2023Updated 3 years ago
- ☆16Feb 7, 2026Updated 8 months ago
- Official implementation of paper: LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Serie…☆18Dec 19, 2025Updated 9 months ago
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆49Nov 24, 2024Updated last year
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series☆20Mar 23, 2026Updated 6 months ago
- ☆13May 25, 2023Updated 3 years ago
- Code for KDD 2025 paper "FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification"☆34Jun 20, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 4 years ago
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆13Apr 27, 2024Updated 2 years ago
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 4 years ago
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated 2 years ago
- ☆13Aug 8, 2024Updated 2 years ago
- ☆25Aug 6, 2022Updated 4 years ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆53Aug 7, 2025Updated last year
- Code for TIP 2024 paper: Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation☆13Oct 28, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Feature Selection using Simulated Annealing☆11Aug 10, 2022Updated 4 years ago
- Implementation of Few-shot Binary Image Classification using Contrastive Learning-based Approach in PyTorch☆11May 1, 2023Updated 3 years ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 3 years ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆16Jun 17, 2024Updated 2 years ago
- [IEEE TETCI 2025] Official repository of the PETformer paper: "PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Tran…☆14Dec 6, 2024Updated last year
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆15Mar 24, 2025Updated last year
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆14Feb 21, 2025Updated last year