High-Rate Machine Learning for Forecasting Time-Series Signals

Author:

Panahi Atiyehsadat1,Kabir Ehsan1,Downey Austin2,Andrews David1,Huang Miaoqing1,Bakos Jason D.2

Affiliation:

1. University of Arkansas,Department of Computer Science and Computer Engineering

2. University of South Carolina,Department of Computer Science and Computer Engineering

Funder

National Science Foundation

Publisher

IEEE

Reference26 articles.

1. Ensemble of recurrent neural networks with long short-term memory cells for high-rate structural health monitoring

2. DLA: Compiler and FPGA Overlay for Neural Network Inference Acceleration

3. Opu: An fpga-based overlay processor for convolutional neural networks;yu;IEEE Transactions on Very Large Scale Integration (VLSI) Systems,2019

4. Light-OPU

Cited by 3 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. FPGA Processor In Memory Architectures (PIMs): Overlay or Overhaul ?;2023 33rd International Conference on Field-Programmable Logic and Applications (FPL);2023-09-04

2. Accelerating LSTM-Based High-Rate Dynamic System Models;2023 33rd International Conference on Field-Programmable Logic and Applications (FPL);2023-09-04

3. Online Backpropagation of Recurrent Neural Network for Forecasting Nonstationary Structural Responses;Data Science in Engineering, Volume 10;2023

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