Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and faster network called EmbedSleepNet.
☆10May 9, 2021Updated 4 years ago
Alternatives and similar repositories for EmbedSleepNet
Users that are interested in EmbedSleepNet are comparing it to the libraries listed below
Sorting:
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30May 10, 2021Updated 4 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 6 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Mar 25, 2023Updated 2 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆38May 15, 2024Updated last year
- 基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）☆35Jan 1, 2023Updated 3 years ago
- Example of custom button implementation in Swift☆10Nov 5, 2017Updated 8 years ago
- A minimal C++ QML interaction example☆10Nov 28, 2014Updated 11 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Jan 28, 2021Updated 5 years ago
- Peak detection for 1D signals☆19Dec 28, 2020Updated 5 years ago
- Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".☆13May 17, 2022Updated 3 years ago
- ☆31Jul 14, 2020Updated 5 years ago
- SUMO: Advanced sleep spindle identification with neural networks☆24Nov 21, 2024Updated last year
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆58Jun 7, 2021Updated 4 years ago
- ✨ Personal portfolio built with Next.js.☆13Sep 7, 2024Updated last year
- A template for building pytorch projects and packages including an optional REST API☆16Aug 17, 2019Updated 6 years ago
- Example of using ofxFaceTracker on iOS.☆31Mar 19, 2017Updated 9 years ago
- Adapter for SvelteKit applications that generates a handler for use on AWS Lambda☆13Dec 18, 2022Updated 3 years ago
- IEEE Transactions on Affective Computing, 2022☆28Dec 2, 2023Updated 2 years ago
- Pytorch code for mutil-channel time series dataset. You can use this project to train LSTM to classify such data.☆13Sep 19, 2020Updated 5 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆30Sep 29, 2020Updated 5 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Jun 5, 2020Updated 5 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆67Sep 18, 2022Updated 3 years ago
- This flask app implements similar functionality to Kaggle.com. The app allows companies/individuals to host their own data science compet…☆16Jun 22, 2022Updated 3 years ago
- This project is to predict users’ attention and cognitive load through EEG signals during their reading☆23Apr 21, 2023Updated 2 years ago
- Transfer learning for sleep stage detection☆36Aug 25, 2021Updated 4 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆21Dec 20, 2021Updated 4 years ago
- Code for automatic scoring of EEG recordings☆20May 30, 2019Updated 6 years ago
- code and data for paper Joint Image and Depth Estimation with Mask-Based Lensless Cameras☆12Oct 4, 2020Updated 5 years ago
- [CVPR 2022] Code for the paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆16Oct 6, 2022Updated 3 years ago
- Solving physionet2017 with RCRNN☆10Jun 11, 2019Updated 6 years ago
- ☆14Feb 8, 2023Updated 3 years ago
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated last year
- Deep learning extended depth-of-field microscope for fast and slide-free histology☆13Nov 22, 2021Updated 4 years ago
- Processing the audio signal from a Handheld Doppler Ultrasound scan device to study the volumetric flow of blood by reading the spectral …☆10May 28, 2019Updated 6 years ago
- 位宽和深度可定制的异步FIFO☆14May 29, 2024Updated last year
- GPU-enabled docker image for deep learning☆25Jan 10, 2020Updated 6 years ago
- Squeeze and Excitation network implementation.☆18May 26, 2019Updated 6 years ago