Quantized Memory-Augmented Neural Networks (AAAI-18) (https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/download/16732/16638)
Memory networks based model
Fixed-point quantization
Training & inference w/ quatized model
C & Cuda based deep learning libaray
Hardware friendly attnetion model
Dot product attention -> hamming distance attnetion
run.sh (in ./MemN2N)
define.h (in ./MemN2N)
to be updated
Please cite our paper in your publications if it helps your research work:
@inproceedings{park2018quantized,
title={Quantized memory-augmented neural networks},
author={Park, Seongsik and Kim, Seijoon and Lee, Seil and Bae, Ho and Yoon, Sungroh},
booktitle={Thirty-Second AAAI Conference on Artificial Intelligence},
year={2018}
}