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Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference.

D. Bablani, J. McKinstry, S. Esser, R. Appuswamy, and D. Modha. CoRR, (2023)

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Rathinakumar Appuswamy

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11.4 IBM NorthPole: An Architecture for Neural Network Inference with a 12nm Chip.A. Cassidy, J. Arthur, F. Akopyan, A. Andreopoulos, R. Appuswamy, P. Datta, M. DeBole, S. Esser, C. Otero, J. Sawada and 22 other author(s). ISSCC, page 214-215. IEEE, (2024)Computing linear functions with linear network codes.R. Appuswamy, and M. Franceschetti. Allerton, page 29-35. IEEE, (2010)Learned Step Size quantization.S. Esser, J. McKinstry, D. Bablani, R. Appuswamy, and D. Modha. ICLR, OpenReview.net, (2020)Network coding for computing.R. Appuswamy, M. Franceschetti, N. Karamchandani, and K. Zeger. Allerton, page 1-6. IEEE, (2008)Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference.D. Bablani, J. McKinstry, S. Esser, R. Appuswamy, and D. Modha. CoRR, (2023)IBM NorthPole Neural Inference Machine.D. Modha, F. Akopyan, A. Andreopoulos, R. Appuswamy, J. Arthur, A. Cassidy, P. Datta, M. DeBole, S. Esser, C. Otero and 22 other author(s). HCS, page 1-58. IEEE, (2023)Distributed computation of symmetric functions with binary inputs.N. Karamchandani, R. Appuswamy, and M. Franceschetti. ITW, page 76-80. IEEE, (2009)Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications.J. Sawada, F. Akopyan, A. Cassidy, B. Taba, M. DeBole, P. Datta, R. Alvarez-Icaza, A. Amir, J. Arthur, A. Andreopoulos and 36 other author(s). SC, page 130-141. IEEE Computer Society, (2016)Optimality of Linear Codes for Broadcast-Mode Multicast Networks.R. Appuswamy, M. Franceschetti, and K. Zeger. ISIT, page 50-53. IEEE, (2006)Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Inference.J. McKinstry, S. Esser, R. Appuswamy, D. Bablani, J. Arthur, I. Yildiz, and D. Modha. EMC2@NeurIPS, page 6-9. IEEE, (2019)

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Disambiguation of "Appuswamy, Rathinakumar"

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Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference.

Please choose a person to relate this publication to

Rathinakumar Appuswamy

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Disambiguation of "Appuswamy, Rathinakumar"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference.

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Rathinakumar Appuswamy

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Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference.