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 | 53 | 2022 |
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 | 41 | 2020 |
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 | 22 | 2021 |
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 | 18 | 2023 |
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 | 12 | 2023 |
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 | 11 | 2020 |
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 | 8 | 2024 |
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 | 8 | 2022 |
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 | 7 | 2023 |
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 | 6 | 2022 |
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 | 4 | 2021 |
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 | 3 | 2021 |
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 | 2 | 2024 |
BitMoD: Bit-serial Mixture-of-Datatype LLM Acceleration Y Chen, AF AbouElhamayed, X Dai, Y Wang, M Andronic, ... arXiv preprint arXiv:2411.11745, 2024 | 1 | 2024 |
ReRAM-based processing-in-memory (PIM) TTH Kim, L Lu, Y Chen Processing-in-Memory for AI: From Circuits to Systems, 93-120, 2022 | 1 | 2022 |
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 |