#
complex-valued-neural-networks
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11 public repositories
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keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex-Valued convolutional nerual networks. keras-gpu 2.2.4 with tensorflow-gpu 1.12.0 backend.
Updated
Apr 1, 2022
Python
Implementation of Complex Valued Neural Networks in Pytorch 🧠
Updated
Jul 25, 2024
Jupyter Notebook
Core code for simulations used for most of my publications
Updated
Nov 8, 2022
Python
Pytorch layers for Complex Valued Neural Networks
Updated
May 7, 2024
Python
Code for "Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification"
Updated
Jan 24, 2024
Python
Tracking Informative Multivariate Brain Rhythms Efficiently
Updated
Aug 5, 2024
Jupyter Notebook
Official code repository for NeurIPS 2023 paper "Contrastive Training of Complex-Valued Autoencoders for Object Discovery"
Updated
Oct 3, 2024
Python
Complex-valued neural network implementation in TensorFlow.
Updated
Mar 14, 2022
Python
Levenberg-Marquardt optimization code for complex split-activation feedforward neural networks with skip connections
Updated
Dec 4, 2021
MATLAB
Official code repository for NeurIPS 2024 paper "Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery"
Updated
Oct 14, 2024
Python
applying the TIMBRE neural network architecture to neuropixel probe data on bats to verify whether LFP recordings encode position!
Updated
Oct 7, 2024
Jupyter Notebook
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