Memristor-based feature learning for pattern classification

Pytorch implementation of "Memristor-based feature learning for pattern classification"

Data

Download the data from Baidu Netdisk. https://pan.baidu.com/s/1uAgodlD973s6H5xg89d4bw Extraction Code: 4321.

Implementation of DDK Network

Usage

Train

Five application experiments were conducted. You can run the experiments by entering the project folder and run python train.pyor sh ./run.sh You will need to modify the path of the data in the code to your own.

• Train example in SITW:

cd DDK\Audio_recognition\DDK+FC\adapt_convNet_pytorch_SITW1

python train.py

Result

• Comparision between DDK Network and Convolutional Neural Network in SITW, AGNews, MNIST, UCF and ModelNet.

  ​ Accuracy Parameter Operation for validation data