Cross-layer efforts for energy-efficient computing: towards peta operations per second per watt

Author:

Hu Xiaobo SharonORCID,Niemier MichaelORCID

Funder

the Center for Low Energy Systems Technology (LEAST), one of the six centers of STARnet, a Semiconductor Research Corporation Program sponsored by MARCO and DARPA

Publisher

Zhejiang University Press

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Hardware and Architecture,Signal Processing

Reference49 articles.

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3. Bottou L, 2010. Large–scale machine learning with stochastic gradient descent. Proc 19th Int Conf on Computational Statistics, p.177–186. https://doi.org/10.1007/978–3–7908–2604–3_16

4. Chen XM, Yin XZ, Niemier M, et al., 2018. Design and optimization of FeFET–based crossbars for binary convolution neural networks. Proc Design, Automation & Test in Europe Conf Exhibition, p.1205–1210. https://doi.org/10.23919/DATE.2018.8342199

5. Chen YH, Krishna T, Emer JS, et al., 2017. Eyeriss: an energy–efficient reconfigurable accelerator for deep convolutional neural networks. IEEE J Sol–State Circ, 52(1):127–138. https://doi.org/10.1109/JSSC.2016.2616357

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