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PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis" by Wang et al.

Python 100.00%
1d-cnn fault-diagnosis python python3 pytorch pytorch-implementation

ma1dcnn-pytorch's Introduction

ma1dcnn-pytorch

Pytorch implementation of MultiAttention 1D CNN (MA1DCNN) by Wang et al.
Understanding and Learning Discriminant
Features based on Multiattention 1DCNN for
Wheelset Bearing Fault Diagnosis

https://ieeexplore.ieee.org/document/8911240

Dependencies: torch, torchsummary

python3 example.py

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