論文発表

国際学会
  • 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.

  • Naoko Misawa, Chihiro Matsui and Ken Takeuchi, “Compact and Tunable ReRAM Computation-in-Memory for Log-encoding Simulated Annealing,” IEEE Symp. on Low-Power and High-Speed Chips and Systems (Cool Chips 25) Poster, April 20, 2022.

  • Kazuhide Higuchi, Chihiro Matsui, Naoko Misawa and Ken Takeuchi, “Simulation Platform of Computation-in-Memory with Memory Device Non-idealities for DNN,” IEEE Symp. on Low-Power and High-Speed Chips and Systems (Cool Chips 25) Poster, April 20, 2022.

  • Akira Goda, Chihiro Matsui and Ken Takeuchi, “Inter Spike Interval and Stochasticity Engineering of Floating Gate Technology-based Neurons for Spiking Neural Network Hardware”, 6th IEEE Electron Devices Technology and Manufacturing (EDTM) Conference 2022, March 8, 2022.

  • Kasidit Toprasertpong, Eishin Nako, Zeyu Wang, Chihiro Matsui, Ryosho Nakane, Ken Takeuchi, Mitsuru Takenaka and Shinichi Takagi, “HfZrO2-based ferroelectric FETs for emerging computing technologies,” 2021 International Workshop on DIELECTRIC THIN FILMS FOR FUTURE ELECTRON DEVICES (IWDTF), November 15, 2021. 【招待講演】

  • Ken Takeuchi, “Co-design of non-volatile memory devices, circuits and systems in AI era,” 2021 International Workshop on DIELECTRIC THIN FILMS FOR FUTURE ELECTRON DEVICES (IWDTF), November 14, 2021. 【基調講演】

  • Ken Takeuchi, “How to heterogeneously integrate PIM for Edge AI?,” IEEE Asian Solid-State Circuits Conference (A-SSCC) Panel PIM (Processing in Memory) will go with Analog or Digital?, November 8, 2021. 【招待講演】

  • Chihiro Matsui, Kazuhide Higuchi, Shunsuke Koshino and Ken Takeuchi, “Event-Driven SRAM Computation-in-Memory with Partitioned WL Activation for 3D Heterogeneous Integration of Event-based Vision Sensor”, International Conference on Solid State Devices and Materials (SSDM), September 7, 2021.

  • Naoko Misawa, Kenta Taoka, Chihiro Matsui and Ken Takeuchi, “Small Array Area, Memory Error Tolerant ReRAM Computation-in-Memory with Log-encoding Simulated Annealing for Combinational Optimization Problems”, International Conference on Solid State Devices and Materials (SSDM), September 8, 2021.

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