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Design of high performance and energy efficient convolution array for convolution neural network-based image inference engine

  • Published:2023-11 Issue: Volume:126 Page:106953
  • ISSN:0952-1976
  • Container-title:Engineering Applications of Artificial Intelligence
  • language:en
  • Short-container-title:Engineering Applications of Artificial Intelligence

Author:

Deepika S.ORCID,Arunachalam V.ORCID

Funder

Council of Scientific and Industrial Research, India

Council of Scientific and Industrial Research Human Resource Development Group

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference43 articles.

1. An energy-efficient accelerator architecture with serial accumulation dataflow for deep CNNs;Ahmadi,2020

2. CARLA: a convolution accelerator with a reconfigurable and low-energy architecture;Ahmadi;IEEE Trans. Circ. Syst.: Regular Papers,2021

3. SnaPEA: predictive early activation for reducing computation in deep convolutional neural networks;Aklaghi,2018

4. Cnvlutin: ineffectual-neuron-free deep neural network computing;Albericio;Comput. Architect. News,2016

5. Fast and efficient convolutional accelerator for edge computing;Ardakani;IEEE Trans. Comput.,2020
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