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Yuzong Chen
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An overview of processing-in-memory circuits for artificial intelligence and machine learning
D Kim, C Yu, S Xie, Y Chen, JY Kim, B Kim, JP Kulkarni, TTH Kim
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (2 …, 2022
532022
Reconfigurable 2T2R ReRAM architecture for versatile data storage and computing in-memory
Y Chen, L Lu, B Kim, TTH Kim
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (12 …, 2020
412020
A reconfigurable 4T2R ReRAM computing in-memory macro for efficient edge applications
Y Chen, L Lu, B Kim, TTH Kim
IEEE Open Journal of Circuits and Systems 2, 210-222, 2021
222021
BP-SCIM: A reconfigurable 8T SRAM macro for bit-parallel searching and computing in-memory
Y Chen, J Mu, H Kim, L Lu, TTH Kim
IEEE Transactions on Circuits and Systems I: Regular Papers 70 (5), 2016-2027, 2023
182023
AND8T SRAM Macro with Improved Linearity for Multi-bit In-Memory Computing
Vishal Sharma, Ju Eon Kim, Yong-Jun Jo, Yuzong Chen, Tony Tae-Hyoung Kim
IEEE International Symposium on Circuits and Systems (ISCAS), 2021
18*2021
BRAMAC: Compute-in-BRAM Architectures for Multiply-Accumulate on FPGAs
Y Chen, MS Abdelfattah
2023 IEEE 31st Annual International Symposium on Field-Programmable Custom …, 2023
122023
Reconfigurable 2T2R ReRAM with split word-lines for TCAM operation and in-memory computing
Y Chen, L Lu, B Kim, TTH Kim
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
112020
Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
J Dotzel, Y Chen, B Kotb, S Prasad, G Wu, S Li, MS Abdelfattah, Z Zhang
arXiv preprint arXiv:2405.03103, 2024
82024
A 181µW real-time 3-D hand gesture recognition system based on bi-directional convolution and computing-efficient feature clustering
Y Lu, Z Li, Y Chen, TTH Kim
2022 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2022
82022
M4BRAM: Mixed-Precision Matrix-Matrix Multiplication in FPGA Block RAMs
Y Chen, J Dotzel, MS Abdelfattah
2023 International Conference on Field Programmable Technology (ICFPT), 69-78, 2023
72023
A reconfigurable 8T SRAM macro for bit-parallel searching and computing in-memory
Y Chen, J Mu, H Kim, L Lu, TTH Kim
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2556-2560, 2022
62022
A configurable randomness enhanced RRAM PUF with biased current sensing scheme
L Lu, YZ Chen, TTH Kim
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
42021
A multi-functional 4T2R ReRAM macro enabling 2-dimensional access and computing in-memory
Y Chen, L Lu, Y Lu, TTH Kim
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
32021
BBS: Bi-directional bit-level sparsity for deep learning acceleration
Y Chen, J Meng, J Seo, MS Abdelfattah
2024 57th IEEE/ACM International Symposium on Microarchitecture (MICRO), 551-564, 2024
22024
BitMoD: Bit-serial Mixture-of-Datatype LLM Acceleration
Y Chen, AF AbouElhamayed, X Dai, Y Wang, M Andronic, ...
arXiv preprint arXiv:2411.11745, 2024
12024
ReRAM-based processing-in-memory (PIM)
TTH Kim, L Lu, Y Chen
Processing-in-Memory for AI: From Circuits to Systems, 93-120, 2022
12022
The Power of Negative Zero: Datatype Customization for Quantized Large Language Models
Y Chen, X Dai, C Chang, Y Akhauri, MS Abdelfattah
arXiv preprint arXiv:2501.04052, 2025
2025
Kratos: An FPGA Benchmark for Unrolled DNNs with Fine-Grained Sparsity and Mixed Precision
X Dai, Y Chen, MS Abdelfattah
2024 34th International Conference on Field-Programmable Logic and …, 2024
2024
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