Approximate Hybrid Binary-Unary Computing with Applications in BERT Language Model and Image Processing

Author:

Khataei Alireza1ORCID,Singh Gaurav1ORCID,Bazargan Kia1ORCID

Affiliation:

1. University of Minnesota, Minneapolis, MN, USA

Funder

National Science Foundation (of United States of America)

Cisco Systems, Inc.

Publisher

ACM

Reference36 articles.

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3. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

4. Fast inference of deep neural networks in FPGAs for particle physics

5. S. Rasoul . Faraji, Pierre Abillama , Gaurav Singh , and Kia Bazargan . 2020 . HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator. In 2020 IEEE International Symposium on Circuits and Systems (ISCAS). https://doi.org/ISCAS.2020 S. Rasoul. Faraji, Pierre Abillama, Gaurav Singh, and Kia Bazargan. 2020. HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator. In 2020 IEEE International Symposium on Circuits and Systems (ISCAS). https://doi.org/ISCAS.2020

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