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FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning.

P. Whatmough, C. Zhou, P. Hansen, S. Venkataramanaiah, J. sun Seo, and M. Mattina. CoRR, (2019)

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Zhou Zhou

Zhou Zhao

Jun Zhou

Wei Zhou

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FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning.P. Whatmough, C. Zhou, P. Hansen, S. Venkataramanaiah, J. sun Seo, and M. Mattina. CoRR, (2019)Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning.P. Whatmough, C. Zhou, P. Hansen, and M. Mattina. CoRR, (2018)UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units.I. Fedorov, R. Navarro, H. Tann, C. Zhou, M. Mattina, and P. Whatmough. NeurIPS, (2022)FixyNN: Energy-Efficient Real-Time Mobile Computer Vision Hardware Acceleration via Transfer Learning.P. Whatmough, C. Zhou, P. Hansen, S. Venkataramanaiah, J. sun Seo, and M. Mattina. MLSys, mlsys.org, (2019)PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices.Y. Chai, D. Tripathy, C. Zhou, D. Gope, I. Fedorov, R. Navarro, D. Brooks, G. Wei, and P. Whatmough. CoRR, (2023)Strong data processing inequality in neural networks with noisy neurons and its implications.C. Zhou, Q. Zhuang, M. Mattina, and P. Whatmough. ISIT, page 1170-1175. IEEE, (2021)MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers.C. Banbury, C. Zhou, I. Fedorov, R. Navarro, U. Thakker, D. Gope, V. Reddi, M. Mattina, and P. Whatmough. CoRR, (2020)ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator.C. Zhou, F. García-Redondo, J. Büchel, I. Boybat, X. Comas, S. Nandakumar, S. Das, A. Sebastian, M. Gallo, and P. Whatmough. IEEE Micro, 42 (6): 76-87 (2022)FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access.J. Meng, S. Venkataramanaiah, C. Zhou, P. Hansen, P. Whatmough, and J. sun Seo. FPL, page 9-16. IEEE, (2021)MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers.C. Banbury, C. Zhou, I. Fedorov, R. Navarro, U. Thakker, D. Gope, V. Reddi, M. Mattina, and P. Whatmough. MLSys, mlsys.org, (2021)

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Disambiguation of "Zhou, Chuteng"

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FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning.

Please choose a person to relate this publication to

Zhou Zhou

Zhou Zhou

Zhou Zhao

Jun Zhou

Wei Zhou

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zhou, Chuteng"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning.

Please choose a person to relate this publication to

Zhou Zhou

Zhou Zhou

Zhou Zhao

Jun Zhou

Wei Zhou

Other publications of authors with the same name

Disambiguation

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URL
DOI
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Chicago
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FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning.