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long2730500's Projects

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利用cnn空间特征提取和lstm时间序列提取能力,用keras搭建的cnn和lstm并联的深度学习网络,上下支路经过融合层融合后输入分类层

apneaecganalysis icon apneaecganalysis

This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.

autoencoder icon autoencoder

个人练习,自编码器及其变形(理论+实践)

chatbot icon chatbot

一个可以自己进行训练的中文聊天机器人, 根据自己的语料训练出自己想要的聊天机器人,可以用于智能客服、在线问答、智能聊天等场景。加入seqGAN版本。

deepecg icon deepecg

ECG classification programs based on ML/DL methods

ecg-classification icon ecg-classification

Code for training and test machine learning classifiers on MIT-BIH Arrhyhtmia database

elmo-nlp icon elmo-nlp

ELMO在QA问答,文本分类等NLP上面的应用

embedding_study icon embedding_study

中文预训练模型生成字向量学习,测试BERT,ELMO的中文效果

foc-servo icon foc-servo

Field Oriented Control of Permanent Magnet Synchronous Motors ( AC Servo Driver )

heal-t-an-efficient-ppg-based-heart-rate-and-ibi-estimation-method-during-physical-exercise icon heal-t-an-efficient-ppg-based-heart-rate-and-ibi-estimation-method-during-physical-exercise

This repository contains a functional code composed by Matlab and bash codes for Interbeat-interval (IBI), Heart-rate (HR) calculation, and HRV metrics from an artifactual Blood Volume Pulse (BVP) signal, and a corresponding accelerometer. Please refer to our paper from EUSIPCO 2016 Torres, J. M. M., Ghosh, A., Stepanov, E. A., & Riccardi, G. (2016, August). Heal-t: An efficient ppg-based heart-rate and ibi estimation method during physical exercise. In 2016 24th European Signal Processing Conference (EUSIPCO) (pp. 1438-1442). IEEE.

heart-rate-monitoring-ppg icon heart-rate-monitoring-ppg

Uses PPG, ECG and Acceleration Signals to monitor Heart Rate using techniques like Signal Decompo- sition, Spectrum Peak Tracking and Sparse Signal Reconstruction.

hrv icon hrv

A Python package for heart rate variability analysis

iphys-toolbox icon iphys-toolbox

A MATLAB toolbox for iPPG analysis. The toolbox includes implementations of commonly used methods.

paper-in-code icon paper-in-code

NLP相关的paper代码复现。主要包括ACL,AAAI,EMNLP等顶会论文。

pmsm-28335 icon pmsm-28335

Real Time Implementation of sensorless field orientation control for a three-phase Permanent-Magnetic Synchronous Motor with F28335 Texas Instrument DSP

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