本科毕业设计，基于Transformer的运动想象脑电信号分类，采用CNN+Transformer框架，CNN提取局部时间空间特征，Transformer提取全局依赖
☆33May 22, 2023Updated 3 years ago
Alternatives and similar repositories for undergraduate_design_motorimagery_classification
Users that are interested in undergraduate_design_motorimagery_classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official implementation of ESWA - A bidirectional cross-modal transformer representation learning model for EEG-fNIRS multimo…☆28Oct 8, 2026Updated last week
- Exploratory use of CTU-UHB Intrapartum Cardiotocography Database (e.g. STFT, CWT and CNNs)☆10Apr 22, 2026Updated 5 months ago
- ☆13Mar 5, 2024Updated 2 years ago
- add a Arg: label_smoothing for torch.nn.CrossEntropyLoss()☆14Jan 13, 2021Updated 5 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆16Apr 23, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆15Nov 9, 2023Updated 2 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 9 years ago
- Utlizied brain's structural & functional connectivity to classify subjects using Graph Convolution Networks.☆12Dec 25, 2020Updated 5 years ago
- ☆18May 21, 2025Updated last year
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆19Nov 15, 2023Updated 2 years ago
- Novel algorithms to predict Remaining Useful Life (RUL) on NASA’s benchmark dataset, CMAPSS turbofan engine degradation simulation.☆14Nov 8, 2023Updated 2 years ago
- The project focuses on prediction of RUL (Remaining Useful Life) of aircraft engine. The acitivity is carried out in PyTorch frameowrk us…☆11Dec 20, 2021Updated 4 years ago
- Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is…☆10Apr 18, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 本项目开发了一个机器学习和深度学习的训练工具。该训练工具基于sklearn和pytorch，不仅支持常规训练、交叉验证训练，还支持贝叶斯搜索参数，并可随时自动保存训练模型和日志。☆12Dec 22, 2023Updated 2 years ago
- MedIA 2023☆23Nov 3, 2023Updated 2 years ago
- How to plot a brain network if you have the data? This is for you. This function in Matlab® allows to plot a brain functional network bas…☆10May 27, 2016Updated 10 years ago
- ☆16Jul 25, 2024Updated 2 years ago
- 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
- This repository includes the MATLAB codes for computing phase lag index and power spectrum density.☆11Jun 28, 2024Updated 2 years ago
- Code for paper in PNAS 2020☆17Nov 17, 2023Updated 2 years ago
- Scripts for analyzing diffusion data with MRtrix☆17Oct 26, 2021Updated 4 years ago
- ICLR2023 - Tailoring Language Generation Models under Total Variation Distance☆21Feb 8, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 使用Transformer和CNN网络对脑电运动进行分类☆14May 5, 2023Updated 3 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 3 years ago
- Here we are! The main idea is to who how we can build up a functional brain network from a EEG recording database, then visualize some ne…☆21Feb 1, 2020Updated 6 years ago
- PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Pa…☆14Jan 7, 2023Updated 3 years ago
- Cascade xDAWN EEGNet for ERP detection☆19Apr 27, 2024Updated 2 years ago
- 北京市预约挂号统一平台挂号小助手☆11Sep 5, 2019Updated 7 years ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆19May 7, 2024Updated 2 years ago
- Using Bayesian inference to mine rule sets☆12Jan 9, 2020Updated 6 years ago
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆11Oct 23, 2021Updated 4 years ago
- 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.
- IEEE Transactions on Affective Computing 2023☆33Jan 28, 2024Updated 2 years ago
- ☆31Aug 19, 2024Updated 2 years ago
- [ICANN 2022 Oral] This repository includes the official project of TFCNs, presented in our paper: TFCNs: A CNN-Transformer Hybrid Networ…☆18Dec 20, 2022Updated 3 years ago
- Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets☆11Jan 2, 2025Updated last year
- Produce an example using LSTM to predict remaining useful life of machinery☆16Dec 28, 2023Updated 2 years ago
- Text Classification Models - CNN, RCNN, RNN-ATTN [PyTorch]☆11Oct 13, 2020Updated 6 years ago
- [MICCAI 2022] Official Implementation for "Hybrid Spatio-Temporal Transformer Network for Predicting Ischemic Stroke Lesion Outcomes from…☆23May 1, 2023Updated 3 years ago