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A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs.

T. Tambe, E. Yang, G. Ko, Y. Chai, C. Hooper, M. Donato, P. Whatmough, A. Rush, D. Brooks, and G. Wei. IEEE J. Solid State Circuits, 58 (2): 569-581 (February 2023)

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A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs.T. Tambe, E. Yang, G. Ko, Y. Chai, C. Hooper, M. Donato, P. Whatmough, A. Rush, D. Brooks, and G. Wei. IEEE J. Solid State Circuits, 58 (2): 569-581 (February 2023)SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads.S. Xi, Y. Yao, K. Bhardwaj, P. Whatmough, G. Wei, and D. Brooks. ACM Trans. Archit. Code Optim., 17 (4): 39:1-39:26 (2020)UDC: Unified DNAS for Compressible TinyML Models.I. Fedorov, R. Navarro, H. Tann, C. Zhou, M. Mattina, and P. Whatmough. CoRR, (2022)AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator.C. Zhou, F. García-Redondo, J. Büchel, I. Boybat, X. Comas, S. Nandakumar, S. Das, A. Sebastian, M. Gallo, and P. Whatmough. CoRR, (2021)Information contraction in noisy binary neural networks and its implications.C. Zhou, Q. Zhuang, M. Mattina, and P. Whatmough. CoRR, (2021)DNN Engine: A 28-nm Timing-Error Tolerant Sparse Deep Neural Network Processor for IoT Applications.P. Whatmough, S. Lee, D. Brooks, and G. Wei. IEEE J. Solid State Circuits, 53 (9): 2722-2731 (2018)Noisy Machines: Understanding Noisy Neural Networks and Enhancing Robustness to Analog Hardware Errors Using Distillation.C. Zhou, P. Kadambi, M. Mattina, and P. Whatmough. CoRR, (2020)A case for efficient accelerator design space exploration via Bayesian optimization.B. Reagen, J. Hernández-Lobato, R. Adolf, M. Gelbart, P. Whatmough, G. Wei, and D. Brooks. ISLPED, page 1-6. IEEE, (2017)Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective.Y. Zhu, M. Mattina, and P. Whatmough. CoRR, (2018)Braum: Analyzing and Protecting Autonomous Machine Software Stack.Y. Gan, P. Whatmough, J. Leng, B. Yu, S. Liu, and Y. Zhu. ISSRE, page 85-96. IEEE, (2022)

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Disambiguation of "Whatmough, Paul N."

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A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs.

Please choose a person to relate this publication to

n n n

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N -L N Nguyen

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N Walz

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BibSonomy

Disambiguation of "Whatmough, Paul N."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs.

Please choose a person to relate this publication to

n n n

n AÊ¿w n

N -L N Nguyen

n-hy n Yi

N Walz

Other publications of authors with the same name

Disambiguation

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A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs.