sagarverma / robust-motor

Code for paper "Robustness of Neural Networks used in Electrical Motor Tasks"

Robust Motors

This repository contains code for paper "Robustness of Neural Networks used in Electrical Motor Time-Series" NeurIPS RobustSeq Workshop 2022.

Datasets

1. Motor Dynamics, Denoising, Speed-Torque dataset
2. Temperature dataset
3. Broken Bars dataset

Weights

Pretrained weights for all the networks are available on Google Drive