Classify 6 types of human activity from time series sensor data
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Updated
Feb 9, 2022 - MATLAB
Classify 6 types of human activity from time series sensor data
MATLAB-based solution for robot navigation using Long Short-Term Memory (LSTM) networks. The aim of this project is to develop an intelligent system capable of guiding a robot through an environment using historical sensor data.
This project was undertaken as part of my Bachelors degree. My chosen subject area integrates the disciplines of both electronics engineering and computer science by using artificial intelligence to remove noise and distortion from telecommunications systems. This project is developed entirely in MATLAB.
Fault prognosis using LSTM and CNN
Synthetic Data Generation by Bi-LSTM Algorithm
Basic app with GUI that you can check out the data, set hyperparameters and train your model on selected dataset and make a backtest. Learning purposes only.
LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.
Using MATLAB and Python.
To find out when was the time that the fault occurs and make predictions to find out early faults,you can use a LSTM network to classify each time step of sequence data
Implementation of an LSTM network in MATLAB that predicts future power consumptions of 3 zones in Tetuan City.
Epilepsy Prediction with CNN-BiLSTM | BSc dissertation project
Machine Learning Tool to Forecast Grid Frequency and Scheduled Power Generation of Thermal Power Plant.
Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator
MATLAB wrapper for nowcast_lstm python package
๐ Welcome to the Earthquake Prediction Analysis Project! ๐ This project aims to predict earthquake magnitudes using LSTM neural networks and analyze seismic data. Explore, analyze, and forecast earthquakes with ease! ๐๐ฎ
This is a simple example of video classification using LSTM with MATLAB.
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