A 65nm 4Kb algorithm-dependent computing-in-memory SRAM unit-macro with 2.3ns and 55.8TOPS/W fully parallel product-sum operation for binary DNN edge processors
Win-San Khwa, Jia-Jing Chen, Jia-Fang Li, Xin Si, En-Yu Yang, Xiaoyu Sun, Rui Liu, Pai-Yu Chen, Qiang Li, Shimeng Yu, Meng-Fan Chang
Published in 2018 IEEE International Solid - State Circuits Conference - (ISSCC) (01.02.2018)
Published in 2018 IEEE International Solid - State Circuits Conference - (ISSCC) (01.02.2018)
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Conference Proceeding
A 65nm 1Mb nonvolatile computing-in-memory ReRAM macro with sub-16ns multiply-and-accumulate for binary DNN AI edge processors
Wei-Hao Chen, Kai-Xiang Li, Wei-Yu Lin, Kuo-Hsiang Hsu, Pin-Yi Li, Cheng-Han Yang, Cheng-Xin Xue, En-Yu Yang, Yen-Kai Chen, Yun-Sheng Chang, Tzu-Hsiang Hsu, Ya-Chin King, Chorng-Jung Lin, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Meng-Fan Chang
Published in 2018 IEEE International Solid - State Circuits Conference - (ISSCC) (01.02.2018)
Published in 2018 IEEE International Solid - State Circuits Conference - (ISSCC) (01.02.2018)
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Conference Proceeding
A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs
Tambe, Thierry, Yang, En-Yu, Ko, Glenn G., Chai, Yuji, Hooper, Coleman, Donato, Marco, Whatmough, Paul N., Rush, Alexander M., Brooks, David, Wei, Gu-Yeon
Published in IEEE journal of solid-state circuits (01.02.2023)
Published in IEEE journal of solid-state circuits (01.02.2023)
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Journal Article
Mapping Asbestos-Cement Corrugated Roofing Tiles with Imagery Cube via Machine Learning in Taiwan
Yu, Teng-To, Lin, Yen-Chun, Lan, Shyh-Chin, Yang, Yu-En, Wu, Pei-Yun, Lin, Jo-Chi
Published in Remote sensing (Basel, Switzerland) (01.07.2022)
Published in Remote sensing (Basel, Switzerland) (01.07.2022)
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14.5 A 12nm Linux-SMP-Capable RISC-V SoC with 14 Accelerator Types, Distributed Hardware Power Management and Flexible NoC-Based Data Orchestration
Dos Santos, Maico Cassel, Jia, Tianyu, Zuckerman, Joseph, Cochet, Martin, Giri, Davide, Loscalzo, Erik Jens, Swaminathan, Karthik, Tambe, Thierry, Zhang, Jeff Jun, Buyuktosunoglu, Alper, Chiu, Kuan-Lin, Guglielmo, Giuseppe Di, Mantovani, Paolo, Piccolboni, Luca, Tombesi, Gabriele, Trilla, David, Wellman, John-David, Yang, En-Yu, Amarnath, Aporva, Jing, Ying, Mishra, Bakshree, Park, Joshua, Suresh, Vignesh, Adve, Sarita, Bose, Pradip, Brooks, David, Carloni, Luca P., Shepard, Kenneth L., Wei, Gu-Yeon
Published in 2024 IEEE International Solid-State Circuits Conference (ISSCC) (18.02.2024)
Published in 2024 IEEE International Solid-State Circuits Conference (ISSCC) (18.02.2024)
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Algorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference
Tambe, Thierry, Yang, En-Yu, Wan, Zishen, Deng, Yuntian, Janapa Reddi, Vijay, Rush, Alexander, Brooks, David, Wei, Gu-Yeon
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
Published in 2020 57th ACM/IEEE Design Automation Conference (DAC) (01.07.2020)
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Conference Proceeding
OMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge
Jia, Tianyu, Yang, En-Yu, Hsiao, Yu-Shun, Cruz, Jonathan, Brooks, David, Wei, Gu-Yeon, Reddi, Vijay Janapa
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
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Conference Proceeding
OMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge
Jia, Tianyu, En-Yu, Yang, Yu-Shun, Hsiao, Cruz, Jonathan, Brooks, David, Gu-Yeon, Wei, Reddi, Vijay Janapa
Published in arXiv.org (06.05.2022)
Published in arXiv.org (06.05.2022)
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Trireme: Exploring Hierarchical Multi-Level Parallelism for Domain Specific Hardware Acceleration
Zacharopoulos, Georgios, Ejjeh, Adel, Ying, Jing, En-Yu, Yang, Jia, Tianyu, Brumar, Iulian, Intan, Jeremy, Huzaifa, Muhammad, Adve, Sarita, Adve, Vikram, Gu-Yeon, Wei, Brooks, David
Published in arXiv.org (21.01.2022)
Published in arXiv.org (21.01.2022)
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EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference
Tambe, Thierry, Hooper, Coleman, Pentecost, Lillian, Jia, Tianyu, En-Yu, Yang, Donato, Marco, Sanh, Victor, Whatmough, Paul N, Rush, Alexander M, Brooks, David, Gu-Yeon, Wei
Published in arXiv.org (06.09.2021)
Published in arXiv.org (06.09.2021)
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AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference
Tambe, Thierry, En-Yu, Yang, Wan, Zishen, Deng, Yuntian, Reddi, Vijay Janapa, Rush, Alexander, Brooks, David, Gu-Yeon, Wei
Published in arXiv.org (11.02.2020)
Published in arXiv.org (11.02.2020)
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9.8 A 25mm2 SoC for IoT Devices with 18ms Noise-Robust Speech-to-Text Latency via Bayesian Speech Denoising and Attention-Based Sequence-to-Sequence DNN Speech Recognition in 16nm FinFET
Tambe, Thierry, Yang, En-Yu, Ko, Glenn G., Chai, Yuji, Hooper, Coleman, Donato, Marco, Whatmough, Paul N., Rush, Alexander M., Brooks, David, Wei, Gu-Yeon
Published in 2021 IEEE International Solid- State Circuits Conference (ISSCC) (13.02.2021)
Published in 2021 IEEE International Solid- State Circuits Conference (ISSCC) (13.02.2021)
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Conference Proceeding
FlexACC: A Programmable Accelerator with Application-Specific ISA for Flexible Deep Neural Network Inference
Yang, En-Yu, Jia, Tianyu, Brooks, David, Wei, Gu-Yeon
Published in 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2021)
Published in 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2021)
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Conference Proceeding
SM6: A 16nm System-on-Chip for Accurate and Noise-Robust Attention-Based NLP Applications : The 33rd Hot Chips Symposium - August 22-24, 2021
Tambe, Thierry, Yang, En-Yu, Ko, Glenn G., Chai, Yuji, Hooper, Coleman, Donato, Marco, Whatmough, Paul N., Rush, Alexander M., Brooks, David, Wei, Gu-Yeon
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
Merging strangeon stars
Lai, Xiao-Yu, Yu, Yun-Wei, Zhou, En-Ping, Li, Yun-Yang, Xu, Ren-Xin
Published in Research in astronomy and astrophysics (01.02.2018)
Published in Research in astronomy and astrophysics (01.02.2018)
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