Chenest / Complex_networks
Contain some activations, dropout, BN, LN, Linear, Conv, ConvTranspose, LSTM(LN)
☆10Updated 3 years ago
Alternatives and similar repositories for Complex_networks:
Users that are interested in Complex_networks are comparing it to the libraries listed below
- Code for, "HIGH-CAPACITY COMPLEX CONVOLUTIONAL NEURAL NETWORKS FOR I/Q MODULATION CLASSIFICATION".☆10Updated 3 years ago
- Code for "Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification"☆14Updated 11 months ago
- MS-CVNets: a novel SAR ATR method based on Multi-Stream Complex-Valued Networks☆23Updated 6 months ago
- RadChar is a synthetic radar signal dataset published in the proceedings of the 2023 IEEE International Conference on Acoustics, Speech, …☆25Updated 2 months ago
- This is the official repository of the paper "DNCNet: Deep Radar Signal Denoising and Recognition" from IEEE Transactions on Aerospace an…☆19Updated 11 months ago
- JDMR-Net: Joint Detection and Modulation Recognition Networks for LPI Radar Signals☆13Updated last year
- A method for Automatic Modulation Classification using Mamba structure☆29Updated 2 months ago
- Official code for "AMC-Net: An Effective Network for Automatic Modulation Classification".☆39Updated 8 months ago
- Meta-Transformer: A meta-learning framework for scalable automatic modulation classification☆24Updated 8 months ago
- A Two-fold Group Lasso based Lightweight Deep Neural Network for Automatic Modulation Classification☆24Updated 3 years ago
- ☆25Updated 3 years ago
- A project on RF modulation classification using different neural architectures and RF signal representations.☆21Updated 4 years ago
- Official code for "Towards the Automatic Modulation Classification with Adaptive Wavelet Network".☆48Updated 8 months ago
- ☆29Updated last year
- AI Framework of Radio Recognition☆33Updated 2 months ago
- A few-shot learning method for specific emitter identification or radio frequency fingerprintinig☆45Updated last month
- FocusLab☆29Updated last month
- Published in 2020 IEEE ICC: Open Workshop On Machine Learning In Communications, "Complex-Valued Convolutions for Modulation Recognition …☆27Updated 4 years ago
- [IEEE-WCL] A Spatiotemporal Multi-Channel Learning Framework for Automatic Modulation Recognition☆96Updated 6 months ago
- AvgNet: Adaptive Visibility Graph Neural Network and It’s Application in Modulation Classification☆20Updated 2 years ago
- Using GAN to regeneration signal similar to the original signal ,like some application in Image Generation☆30Updated 6 years ago
- Implementation of Adversarial Multi-Distillation for Automatic Modulation Recognition Models.☆10Updated last year
- ☆23Updated 11 months ago
- PyTorch Implementation Modulation Recognition Networks on the RadioML2016 Dataset☆32Updated 4 years ago
- attention-based LSTM for modulation classification☆12Updated 4 years ago
- Official code for "EMC²-Net: Joint Equalization and Modulation Classification based on Constellation Network", ICASSP 2023.☆13Updated last year
- The program of RML2016.10a☆36Updated 5 years ago
- Few-Shot Specific Emitter Identification (FS-SEI) Method☆10Updated 5 months ago
- Provides examples for using the WiSig dataset☆19Updated 2 years ago