EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators

4 February 2022

Papers citing "EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators"

8 / 8 papers shown

Title
Reduce Computational Complexity for Convolutional Layers by Skipping Zeros Zhiyi Zhang Pengfei Zhang Zhuopin Xu Qi Wang 21 1 0 28 Jun 2023
RASA: Efficient Register-Aware Systolic Array Matrix Engine for CPU Geonhwa Jeong Eric Qin A. Samajdar C. Hughes S. Subramoney Hyesoon Kim T. Krishna 34 18 0 05 Oct 2021
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators Geonhwa Jeong Gokcen Kestor Prasanth Chatarasi A. Parashar Po-An Tsai S. Rajamanickam R. Gioiosa T. Krishna 27 13 0 15 Sep 2021
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Muhammad Shafique Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 73 100 0 04 Jan 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 135 261 0 28 Dec 2020
Deep neural network solution of the electronic Schrödinger equation J. Hermann Zeno Schätzle Frank Noé 149 446 0 16 Sep 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016