supermina999 / EmbedSleepNetLinks
Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and faster network called EmbedSleepNet.
☆10Updated 4 years ago
Alternatives and similar repositories for EmbedSleepNet
Users that are interested in EmbedSleepNet are comparing it to the libraries listed below
Sorting:
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆11Updated 2 months ago
- ☆7Updated 2 years ago
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Updated 2 years ago
- MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)☆11Updated 4 months ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 3 years ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆20Updated 6 months ago
- ☆7Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- ☆24Updated 2 years ago
- The Cross-modal SleepTransformer is a deep learning model designed for sleep stage classification based on multimodal physiological signa…☆17Updated 8 months ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆16Updated 4 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Updated 3 years ago
- 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)☆32Updated 2 years ago
- ☆16Updated 3 years ago
- Detection of Obstructive Sleep Apnea using Heart Rate Variability in ECG Signals using the Time Domain and Frequency Domain methods and C…☆14Updated 5 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆18Updated 5 months ago
- 基于注意力机制的单通道EEG睡眠分期项目☆12Updated 2 years ago
- Arrhythmia detection using deep convolutional neural network with long duration ECG signals☆25Updated 5 years ago
- This was my thesis topic in undergrad when I tried to track the heart beats from raw ECG signals. The intention was to build a model that…☆20Updated 7 months ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 5 years ago
- CCRRSleepNet: A Hybrid Relational Inductive Biases Network for Automatic Sleep Stage Classification on Raw Single-Channel EEG☆12Updated 3 years ago
- ☆16Updated last year
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆14Updated 6 months ago
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- IEEE Transactions on Biomedical Circuits and Systems: Memristive Seizure Detection and Prediction by Parallel Convolutional Neural Networ…☆20Updated 2 years ago
- ☆32Updated 4 years ago
- ☆27Updated last year
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆17Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆13Updated 2 years ago