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Affiliation and department：
Job title： Project Associate Professor
Papers (34)：
Lectures and oral presentations (166)：
Professional career (1)：
Association Membership(s) (2)：
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The University of Tokyo Department of Electrical Engineering and Information Systems, The Graduate School of Engineering
About The University of Tokyo Department of Electrical Engineering and Information Systems, The Graduate School of Engineering
Job title： Project Associate Professor
Papers (34)：
- Yuya Ichikawa, Ayumu Yamada, Naoko Misawa, Chihiro Matsui, Ken Takeuchi. REM-CiM: Attentional RGB-Event Fusion Multi-Modal Analog CiM for Area/Energy-Efficient Edge Object Detection during Both Day and Night. IEICE Transactions on Electronics. 2024. E107-C. 10. 426-435
- Ayumu Yamada, Zhiyuan Huang, Naoko Misawa, Chihiro Matsui, Ken Takeuchi. Comprehensive Analysis of Read Fluctuations in ReRAM CiM by Using Fluctuation Pattern Classifier. IEICE Transactions on Electronics. 2024. E107-C. 10. 416-425
- Fuyuki Kihara, Chihiro Matsui, Ken Takeuchi. 3D Parallel ReRAM Computation-in-Memory for Hyperdimensional Computing. IEICE Transactions on Electronics. 2024. E107-C. 10. 436-439
- Adil Padiyal, Ayumu Yamada, Naoko Misawa, Chihiro Matsui, Ken Takeuchi. Assessment of inference accuracy and memory capacity of computation-in-memory enabled neural network due to quantized weights, gradients, input and output signals, and memory non-idealities. Japanese Journal of Applied Physics. 2024. 63. 4. 04SP15-1-04SP15-11
- Kenshin Yamauchi, Ayumu Yamada, Naoko Misawa, Seong-Kun Cho, Kasidit Toprasertpong, Shinichi Takagi, Chihiro Matsui, Ken Takeuchi. Co-design of SLC/MLC FeFET-based highly error-tolerant low-power CiM and strong lottery ticket hypothesis-based algorithm. Japanese Journal of Applied Physics. 2024. 63. 4. 04SP06-1-04SP06-13
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Domain-Specific CiM Design for 3D Object Detection Network with Augmented Point Cloud, Multi-Stage Quantization Aware Training, and U-Quantization
(International Conference on Solid State Devices and Materials (SSDM) 2024) -
Automated Recipe Creation and Verification of Single Wafer Wet Etching: Ensemble Learning with Backcasting and Forecasting AIs Using Scarce Data
(IEEE Silicon Nanoelectronics Workshop (SNW) 2024) -
Embedded Transformer Hetero-CiM: SRAM CiM for 4b Read/Write-MAC Self-attention and MLC ReRAM CiM for 6b Read-MAC Linear&FC Layers
(IEEE 16th International Memory Workshop (IMW) 2024) -
Approximate Random Weight Generator & CiM Integration for Neuromorphic Computing
(IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips 27) 2024) -
Compact Edge Vision Transformer Design for Non-volatile Computation-in-Memory
(IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips 27 2024)
- Ph.D (Engineering) (Chuo University)
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