Energy Efficient Memory-based Inference of LSTM by Exploiting FPGA Overlay-Reference-Cited by-同舟云学术

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Energy Efficient Memory-based Inference of LSTM by Exploiting FPGA Overlay

Published:2023-06-18 Issue: Volume: Page:
ISSN:
Container-title:2023 International Joint Conference on Neural Networks (IJCNN)
language:
Short-container-title:

Author:

Guha Krishnendu¹,Trivedi Amit Ranjan²,Bhunia Swarup³

Affiliation:

1. School of Computer Science and Information Technology, University College,Cork,Ireland

2. University of Illinois at Chicago,Department of Electrical and Computer Engineering,USA

3. University of Florida,Department of Electrical and Computer Engineering,USA

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10190990/10190992/10191667.pdf?arnumber=10191667

Reference21 articles.

1. Long Short-Term Memory

2. Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity

3. Im-plementation and analysis of numerical components for reconfigurable computing;ligon;1999 IEEE Aerospace Conference Proceedings (Cat No 99TH8403),0

4. Optimizing reconfigurable recurrent neural net-works;que;2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM),0

5. MC2RAM: Markov Chain Monte Carlo Sampling in SRAM for Fast Bayesian Inference

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