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General Reuse-Centric CNN Accelerator

Journal Article · · IEEE Transactions on Computers

Not provided.

Research Organization:
North Carolina State University, Raleigh, NC (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
SC0013700
OSTI ID:
1980462
Journal Information:
IEEE Transactions on Computers, Vol. 71, Issue 4; ISSN 0018-9340
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (26)

Real-Time Classification of Multimedia Traffic Using FPGA conference August 2010
Similarity search and locality sensitive hashing using ternary content addressable memories conference June 2010
Memory-centric accelerator design for Convolutional Neural Networks conference October 2013
Exploring the Granularity of Sparsity in Convolutional Neural Networks conference July 2017
ImageNet: A large-scale hierarchical image database
  • Deng, Jia; Dong, Wei; Socher, Richard
  • 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), 2009 IEEE Conference on Computer Vision and Pattern Recognition https://doi.org/10.1109/CVPR.2009.5206848
conference June 2009
Fused-layer CNN accelerators conference October 2016
CNN-MERP: An FPGA-based memory-efficient reconfigurable processor for forward and backward propagation of convolutional neural networks conference October 2016
Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks conference January 2015
A set of level 3 basic linear algebra subprograms journal March 1990
Probabilistic Strategies Based on Staged LSH for Speedup of Audio Fingerprint Searching with Ten Million Scale Database conference June 2017
Adaptive Deep Reuse: Accelerating CNN Training on the Fly conference April 2019
Approximate nearest neighbors: towards removing the curse of dimensionality conference January 1998
Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High Dimensions conference January 2006
Scalpel conference June 2017
Eie journal June 2016
14.5 Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks conference January 2016
Maximizing CNN Accelerator Efficiency Through Resource Partitioning conference June 2017
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition conference June 2018
EVA²: Exploiting Temporal Redundancy in Live Computer Vision conference June 2018
Locality-sensitive hashing scheme based on p-stable distributions conference June 2004
Computation Reuse in DNNs by Exploiting Input Similarity conference June 2018
Deep reuse conference June 2019
From high-level deep neural models to FPGAs conference October 2016
DRAMSim2: A Cycle Accurate Memory System Simulator journal January 2011
Similarity Search on Automata Processors conference May 2017
A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim conference August 2020

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