論文発表

Shinsei Yoshikiyo, Hiroshi Horiguchi, Chihiro Matsui and Ken Takeuchi, “Machine Learning-based Accurate Single Wafer Wet Etching Amount Prediction,” IEEE Silicon Nanoelectronics Workshop (SNW), June 11, 2023.

Takuto Nishimura, Yuya Ichikawa, Akira Goda, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Stochastic Computing-based Computation-in-Memory (SC CiM) Architecture for DNNs and Hierarchical Evaluations of Non-volatile Memory Error and Defect Tolerance,” IEEE International Memory Workshop Poster, May 22, 2023.

Ken Takeuchi, “Neuromorphic Computing with Computation-in-Memory, CiM,” IEEE International Symposium on VLSI Technology, Systems and Applications (VLSI-TSA), April 20, 2023.【基調講演】

Ken Takeuchi, “Neuromorphic Computation-in-Memory System,” IEEE International Reliability Physics Symposium (IRPS), March 28, 2023, pp.2B-3.1-2B-3.3.【招待講演】

Ayumu Yamada, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “ReRAM CiM Fluctuation Pattern Classification by CNN Trained on Artificially Created Dataset,” IEEE International Reliability Physics Symposium (IRPS), March 28, 2023, pp.2B-2.1-2B-3.6.

Ayumu Yamada, Naoko Misawa, Shunsaku Muraoka, Ken Kawai,, Chihiro Matsui and Ken Takeuchi, “TaOX ReRAM Cell-level Unidirectional Neural Network Weight Control for Non-linearity & Variation Robust Transfer Learning of Low Cost Digital eCiM”, 7th IEEE Electron Devices Technology and Manufacturing (EDTM) Conference 2023, March, 2023, pp. 169-172.

Akira Goda, Chihiro Matsui and Ken Takeuchi, “Stochastic Resonance Effects of Floating Gate Technology-based Leaky Integrate-and-Fire (FG LIF) Neurons in Summing Network”, 7th IEEE Electron Devices Technology and Manufacturing (EDTM) Conference 2023, March, 2023, pp. 304-307.

Shinsei Yoshikiyo, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “NN Algorithm Aware Alternate Layer Retraining on Computation-in-Memory for Write Variation Compensation of Non-volatile Memories at Edge AI”, 7th IEEE Electron Devices Technology and Manufacturing (EDTM) Conference 2023, March, 2023, pp. 389-392.

Ken Takeuchi, “Memory-Centric Computing”, JST-NSTC Workshop 2022: Nanoelectronics and System Integration for AI, December 19, 2022.【招待講演】

Akira Goda, Chihiro Matsui and Ken Takeuchi, “Inter Spike Interval and Stochasticity Engineering of Floating Gate Technology-based Neurons for Spiking Neural Network Hardware”, International Symposium on Semiconductor Manufacturing (ISSM) 2022, December 12, 2022.【招待講演】

Eitaro Kobayashi, Chihiro Matsui, Naoko Misawa, and Ken Takeuchi, “Read-disturb & Data-retention Error-robust and Fast Training Methods of FeFET LM-GA CiM for Hyperdimensional Computing,” International Conference on Solid State Devices and Materials (SSDM), September, 2022.

Tomoki Kobayashi, Kazuhide Higuchi, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Tiny and Error Torrent Convolutional LSTM for Event-based Vision Sensor with ReRAM Computation-in-Memory,” International Conference on Solid State Devices and Materials (SSDM), September, 2022.

Shunsuke Koshino, Chihiro Matsui and Ken Takeuchi, “Computation-in-Memory with Hybrid Integration of Non-Volatile Memory & SRAM for Reservoir Computing,” IEEE Silicon Nanoelectronics Workshop (SNW), pp. 25-26, June 11-12, 2022.

Shunsuke Koshino, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Compact CiM Co-optimized by Heterogeneous Multi-level ReRAM & Random Weight SNN for Event-based Vision Sensor of Edge AI,” IEEE Silicon Nanoelectronics Workshop (SNW), pp. 95-96, June 11-12, 2022.

Kazuhide Higuchi, Chihiro Matsui and Ken Takeuchi, “Investigation of Memory Non-Ideality Impacts on Non-Volatile Memory Based Computation-in-Memory AI Inference by Comprehensive Simulation Platform,” IEEE Silicon Nanoelectronics Workshop (SNW) Poster, pp. 57-58, June 11-12, 2022.

Chihiro Matsui, Eitaro Kobayashi, Kasidit Toprasertpong, Shinichi Takagi and Ken Takeuchi, “Versatile FeFET Voltage-Sensing Analog CiM for Fast & Small-Area Hyperdimensional Computing,” IEEE International Symposium on Circuits and Systems (ISCAS), June 1, 2022.

Naoko Misawa, Kenta Taoka, Chihiro Matsui and Ken Takeuchi, “Domain Specific ReRAM Computation-in-Memory Design Considering Bit Precision and Memory Errors for Simulated Annealing,” IEEE International Symposium on Circuits and Systems (ISCAS), June 1, 2022.

Shinsei Yoshikiyo, Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Edge Computation-in-Memory for In-Situ Class-Incremental Learning with Knowledge Distillation,” IEEE International Symposium on Circuits and Systems (ISCAS), May 31, 2022.

Shinsei Yoshikiyo, Naoko Misawa, Kasidit Toprasertpong, Shinichi Takagi, Chihiro Matsui and Ken Takeuchi, “Edge Retraining of FeFET LM-GA CiM for Write Variation & Reliability Error Compensation,” IEEE International Memory Workshop, May 18, 2022.

Yuya Ichikawa, Akira Goda, Chihiro Matsui and Ken Takeuchi, “Non-volatile Memory Application to Quantum Error Correction with Non-uniformly Quantized CiM,” IEEE International Memory Workshop Poster, May 16, 2022.