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cs.AR2023
Accelerating LSTM-based High-Rate Dynamic System Models
Ehsan Kabir, Daniel Coble, Joud N. Satme +4
In this paper, we evaluate the use of a trained Long Short-Term Memory (LSTM) network as a surrogate for a Euler-Bernoulli beam model, and then we describe and characterize an FPGA…
cs.AR2023
FPGA Processor In Memory Architectures (PIMs): Overlay or Overhaul ?
MD Arafat Kabir, Ehsan Kabir, Joshua Hollis +5
The dominance of machine learning and the ending of Moore's law have renewed interests in Processor in Memory (PIM) architectures. This interest has produced several recent proposa…