FPGA acceleration on a multi-layer perceptron neural network for digit recognition
Author:
Publisher
Springer Science and Business Media LLC
Subject
Hardware and Architecture,Information Systems,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s11227-021-03849-7.pdf
Reference31 articles.
1. Benidis K, Rangapuram S, Flunkert V (2020) Neural forecasting: introduction and literature overview. arXiv:2004.10240
2. Ismayilov G, Topcuoglu HR (2020) Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing. Future Gen Comput Syst 102:307–322
3. Molchanov P, Mallya A, Tyree S, Frosio I, Kautz J (2019) Importance estimation for neural network pruning. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp 11264–11272
4. Son C, Park S, Lee J, Paik J (2019) Deep learning-based number detection and recognition for gas meter reading. IEIE Trans Smart Process Comput 8(5):367–372
5. Shawahna A, Sait SM, El-Maleh A (2019) FPGA-based accelerators of deep learning networks for learning and classification: a review. IEEE Access 7:7823–7859
Cited by 26 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Optimization of Ultra-Wideband MIMO Antenna Design Using a Novel Convolutional Neural Network Approach;Journal of Circuits, Systems and Computers;2024-05-25
2. ASIC Design of Nanoscale Artificial Neural Networks for Inference/Training by Floating-Point Arithmetic;IEEE Transactions on Nanotechnology;2024
3. Hardware Implementation of Three-Layered Perceptron Using FPGA;Lecture Notes in Electrical Engineering;2024
4. FPGA based ANN classifier for Bengali Handwritten Digit Recognition;2023 26th International Conference on Computer and Information Technology (ICCIT);2023-12-13
5. AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection;IEEE Transactions on Biomedical Circuits and Systems;2023-12
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3