The 72nd JSAP Spring Meeting 2025
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Session Details

Oral presentationFS Focused Session "AI Electronics" : FS.1 Focused Session "AI Electronics"

[16a-K306-1~11]FS.1 Focused Session "AI Electronics"

Sun. Mar 16, 2025 9:00 AM - 12:00 PM JST
Sun. Mar 16, 2025 12:00 AM - 3:00 AM UTC
K306 (Lecture Hall Bldg.)
Sang-Gyu Koh(Murata Manufacturing Co., Ltd.), Takashi Yoshikawa(Rapidus)
9:00 AM - 9:15 AM JST(12:00 AM - 12:15 AM UTC)

[16a-K306-1]Split Weight Distribution Learning towards Binary Neural Networks using Nano Resistive Memory Devices

〇Rei Kusunose1, Takao Marukame1, Ryoichi Kawai2, Yuichiro Mitani2, Kota Ando1, Tetsuya Asai1 (1.Hokkaido Univ., 2.Tokyo City Univ.)
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9:15 AM - 9:30 AM JST(12:15 AM - 12:30 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[16a-K306-2]Differences between human and mouse neurons and their implementation in generative AIs

〇Shunya Yamaguchi1, Rino Saiga1, Chie Inomoto1, Hiroshi Kajiwara1, Naoya Nakamura1, Yu Kakimoto1, Yoshiro Yamamoto1, Masahiro Yasutake2, Masayuki Uesugi2, Akihisa Takeuchi2, Kentaro Uesugi2, Yasuko Terada2, Yoshio Suzuki3, Viktor Nikitin4, De Carlo Francesco4, Yuichi Yamashita5, Masanari Itokawa6, Soichiro Ide6, Kazutaka Ikeda5,6, Ryuta Mizutani1,7 (1.Tokai Univ, 2.JASRI, 3.KEK, 4.ANL, 5.NCNP, 6.Tokyo Met Inst Medical Sci, 7.RIKEN)
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9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[16a-K306-3]Hetero-CiM for Transformer Models with Heterogeneous Integration of SRAM CiM and MLC ReRAM CiM

〇Naoko Misawa1, Tao Wang1, Chihiro Matsui1, Ken Takeuchi1 (1.Univ. Tokyo)
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9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[16a-K306-4]3D Parallel ReRAM Computation-in-Memory for Hyperdimensional Computing

〇(M2)Fuyuki Kihara1, Chihiro Matsui1, Ken Takeuchi1 (1.Univ. Tokyo)
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10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)English Presentation

[16a-K306-5]Analysis of Non-Volatile Memory-based CiM Non-Idealities on Small Language Models’ Performance and Robustness During Inference

〇(D)Adil Padiyal1, Tao Wang1, Naoko Misawa1, Chihiro Matsui1, Ken Takeuchi1 (1.The University Of Tokyo)
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10:30 AM - 10:45 AM JST(1:30 AM - 1:45 AM UTC)

[16a-K306-6]Thin-Film Memdevices and Application to Neuromorphic Systems

〇Mutsumi Kimura1 (1.Ryukoku Unv.)
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10:45 AM - 11:00 AM JST(1:45 AM - 2:00 AM UTC)

[16a-K306-7]Energy-efficient Edge Inference CiM for Multimodal 3D Object Detection with LiDAR and RGB Cameras

〇Chihiro Matsui1, Ayumu Nagai1, Yuya Ichikawa1, Ken Takeuchi1 (1.Univ. Tokyo)
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11:00 AM - 11:15 AM JST(2:00 AM - 2:15 AM UTC)

[16a-K306-8]Logical Stochastic Resonance in a Spintronics Stochastic Neuron with Colored Noise

〇Zhiqiang Liao, Siyi Tang1, Hiroyasu Yamahara1, Munetoshi Seki1, Hitoshi Tabata1 (1.Univ. of Tokyo)
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11:15 AM - 11:30 AM JST(2:15 AM - 2:30 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[16a-K306-9]Construction of deep generative models based on spin dynamics

〇(M1)Gun Yoon1, Tomosato Hioki1,3,4, Koujiro Hoshi1,2,4, Naoto Yokoi1,2,4, EIji Saitoh1,2,3,4 (1.Univ. Tokyo, 2.Inst. AI and Beyond, 3.AIMR, Tohoku Univ., 4.CEMS, RIKEN)
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11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation AwardEnglish Presentation

[16a-K306-10]Peptide Function Screening Using Machine Learning-Enhanced Polydiacetylene Sensors

〇(D)Jiali Chen1, Kaori Sugihara1 (1.Univ. of Tokyo)
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11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[16a-K306-11]Waveform Classification Using Piezoelectric Resonator-Based In-sensor Reservoir Computing

〇Kei Nishimura1, Norifumi Fujimura1, Takeshi Yoshimura1 (1.Osaka Metro. Univ.)
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