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1d-cnn-clasifiying-eeg-signal

1d-cnn-for-ecg-classification

Using 1D CNN (convolutional neural network) deep learning technique to classify ECG (electrocardiography) signals as normal or abnormal. Trained with MIT-BIH Arrhythmia Database: https://www.physionet.org/physiobank/database/mitdb/

1d-speech-emotion-recognition

Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM

1d-triplet-cnn

PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Speaker Recognition in Severely Degraded Audio Signals by A. Chowdhury, and A. Ross.

binary_physio_net

This is the architecture of a deep neural network architecture of cascading 1D CNN and LSTM network that extracts deep learned features from two physiological signal in parallel.

deep-eeg

Time-Series Classification of Multichannel EEG Signal Data using Statistical Methods and 1D-CNN

deepxde

A library for scientific machine learning and physics-informed learning

ecgs-atrial-fibrillation-

1D CNN for ECGs signal for atrial fibrillation detection

elastic-weight-consolidation

This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.

isenet

a novel 1d attention CNN for signal classification written in tensorflow

koma

Knut's Operational Modal Analysis toolboxes for Python and MATLAB

nafld-1d-cnn

1D-CNN models for NAFLD diagnosis and liver fat fraction quantification using radiofrequency ultrasound signals

ncorr_2d_matlab

2D Digital Image Correlation Matlab Software

openmodal

Open source experimental modal analysis software.

opensaft

An open implementation of the Synthetic Aperture Focusing Technique (SAFT). This code was created initially for ultrasonic concrete inspection.

pina

Physics-Informed Neural networks for Advanced modeling

point-tracking-for-displacement-measurement-in-railway-applications

pyema

Experimental and operational modal analysis

pyidi

Python Image Displacement Identification

pythonpark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

rpi-examples

Examples of using the IoT JumpWay with the Raspberry Pi 3.

speech-denoising-1d-cnn

Speech denoising using 1D CNN on STFT of audio signals.

speech-denoising-using-deep-learning

I have implemented DNN, CNN (1D and 2D) and RNN (LSTM) models to remove noise from the given signal. Compared their performances

tv-mvar

Code Repository for Time Varying Multivariate Autoregressive (TV-MVAR) modeling

uqpinns