Poster presentation

[19p-PB6-1~9] 31.1 Focused Session "AI Electronics"

Thu. Sep 19, 2019 1:30 PM - 3:30 PM PB6 (PB)

△：Presentation by Applicant for JSAP Young Scientists Presentation Award
▲：English Presentation
▼：Both of Above
No Mark：None of Above

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1:30 PM - 3:30 PM

[19p-PB6-1] Precipitation and dissolution of Ag atoms on a surface of a Ta₂O₅+Ag co-deposited film

〇(M1)Naoya Wada¹, Tsuyoshi Hasegawa¹ (1.Waseda Univ.)

1:30 PM - 3:30 PM

[19p-PB6-2] Nonlinear operations of static neuron circuits with variable resistors and STDP in memristive synapse devices

〇Takao Marukame¹, Junichi Sugino², Toshimitsu Kitamura², Kazuo Ishikawa², Koji Takahashi², Yutaka Tamura², Radu Berdan¹, Kumiko Nomura¹, Yoshifumi Nishi¹ (1.Toshiba corp., RDC, 2.Toshiba Info. Sys. (Japan))

1:30 PM - 3:30 PM

[19p-PB6-3] Measurement of an activation energy in Ag₂S/Ta₂O₅/Pt atomic switches

〇Yuta Iwakiri¹, Sayaka Kanetake¹, Motoharu Nakajima¹, Tsuyoshi Hasegawa¹ (1.Waseda Univ.)

1:30 PM - 3:30 PM

[19p-PB6-4] Structure Change in a NiO Surface by Voltage Application

〇Yuuki Kouga¹, Hasegawa Tsuyoshi¹ (1.Waseda Univ.)

1:30 PM - 3:30 PM

[19p-PB6-5] Fabrication of Synaptic Device with 2D array of MnO2 nanoparticles

〇Takahiko Ban¹, Yukiharu Uraoka², Shin-ichi Yamamoto¹ (1.Ryukoku Univ., 2.NAIST)

1:30 PM - 3:30 PM

[19p-PB6-6] Barrier height of ionic diffusion and its effect on the operation of Ag/Ta₂O₅/Pt atomic switches

〇Maiko Mikami¹, Tsuyoshi Hasegawa¹, Naoya Tanahashi¹ (1.Waseda Univ.)

1:30 PM - 3:30 PM

[19p-PB6-7] Engineering signal propagation directionality in cultured neuronal networks for in vitro reconstitution of high-dimensional reservoirs

〇(M2)Zhixiong Chen¹, Hideaki Yamamoto², Satoshi Moriya¹, Katsuya Ide¹, Kei Wakimura¹, Taiki Takemuro¹, Shigeru Kubota³, Shigeo Sato¹, Ayumi Hirano-Iwata² (1.Tohoku Univ. RIEC, 2.Tohoku Univ. AIMR, 3.Yamagata Univ.)

1:30 PM - 3:30 PM

▲ [19p-PB6-8] Entangled Photons, a New Resource for Social Decision Making

〇(P)Nicolas Chauvet^1,2,3, Atsushi Uchida⁴, Hirokazu Hori⁵, Aurelien Drezet^2,3, Serge Huant^2,3, Guillaume Bachelier^2,3, Makoto Naruse¹ (1.Tokyo Univ., 2.Grenoble Alpes Univ., 3.Neel Instit., 4.Saitama Univ., 5.Yamanashi Univ.)

1:30 PM - 3:30 PM

[19p-PB6-9] Analog Counter for Ultrafast Photonic Reinforcement Learning Based on Laser Chaos

〇Shinsuke Hara¹, Ruibing Dong¹, Atsushi Matsumoto¹, Akifumi Kawamatsu¹, Hiroyuki Ito², Kaori Sekine³, Makoto Naruse⁴ (1.NICT, 2.Tokyo Tech, 3.Meiji Univ., 4.Univ. Tokyo)

Oral presentation

[19p-F211-1~10] 31.1 Focused Session "AI Electronics"

Thu. Sep 19, 2019 3:45 PM - 6:15 PM F211 (F211)

Seiya Kasai(Hokkaido Univ.)

△：Presentation by Applicant for JSAP Young Scientists Presentation Award
▲：English Presentation
▼：Both of Above
No Mark：None of Above

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3:45 PM - 4:00 PM

[19p-F211-1] Gesture Prediction Using Reservoir Computing

〇Yuki Kushitani¹, Takuya Sakurai¹, Yosuke Hirata¹, Keita Sakai¹, Jun-ichi Shirakashi¹ (1.Tokyo Univ. Agr. & Tech.)

4:00 PM - 4:15 PM

[19p-F211-2] Rich Dynamics in Quantum Reservoir Observed in Singular Values of Node-Output Matrix

〇Tatsuya Tomaru¹ (1.Hitachi R&D)

4:15 PM - 4:30 PM

△ [19p-F211-3] Reservoir Computing Using Electromigrated Au Nanogaps

〇Keita Sakai¹, Tomomi Sato¹, Mamiko Yagi², Mitsuki Ito³, Jun-ichi Shirakashi¹ (1.Tokyo Univ. Agr. & Tech., 2.NIT, Ichinoseki College, 3.NIT, Kushiro College)

4:30 PM - 4:45 PM

[19p-F211-4] Proposal of Reservoir Computing Using Ferroelectric FET

〇Kasidit Toprasertpong¹, Eishin Nako¹, Ryosho Nakane¹, Mitsuru Takenaka¹, Shinichi Takagi¹ (1.Univ. Tokyo)

4:45 PM - 5:00 PM

[19p-F211-5] Experimental Examination of Reservoir Computing with Ferroelectric FET

〇Eishin Nako¹, Kasidit Toprasertpong¹, Ryosho Nakane¹, Yuto Miyatake¹, Mitsuru Takenaka¹, Shinichi Takagi¹ (1.Univ. Tokyo)

5:00 PM - 5:15 PM

△ [19p-F211-6] Experiments on decision making using lag synchronization of chaos in mutually coupled semiconductor lasers

〇Mizuho Takabayashi¹, Yusuke Mitsui¹, Takatomo Mihana¹, Kazutaka Kanno¹, Makoto Naruse², Atsushi Uchida¹ (1.Saitama Univ., 2.The Univ. of Tokyo)

5:15 PM - 5:30 PM

△ [19p-F211-7] Effect of delay time on reservoir computing using a semiconductor laser with optical feedback

〇Hiroshi Hasegawa¹, Chihiro Sugano¹, Amalina Afeeqah Haya¹, Kazutaka Kanno¹, Atushi Uchida¹ (1.Saitama Univ.)

5:30 PM - 5:45 PM

[19p-F211-8] [Highlight] Programmable and Scalable Reservoir Computer on Photonic Chips

〇Mitsumasa Nakajima¹, Shiori Konisho¹, Kenji Tanaka¹, Toshikazu Hashimoto¹ (1.NTT Device Technology Labs.)

5:45 PM - 6:00 PM

[19p-F211-9] Extreme Learning Machine Based on Optical Scattering

Yoshiki Kano¹, 〇Satoshi Sunada¹, Tomoaki Niyama¹ (1.Kanazawa Univ.)

6:00 PM - 6:15 PM

△ [19p-F211-10] Ising Spin System in Colloidal Crystal and Heuristic for Combinatorial Optimization

〇Okuto Ikeda¹, Eiji Yamamoto¹, Bokusui Nakayama¹, Ryo Soma¹, Yuka Takamatsu¹, Masashi Kuwahara², Toshiharu Saiki¹ (1.Keio Univ., 2.AIST)

Oral presentation

[20a-F211-1~10] 31.1 Focused Session "AI Electronics"

Fri. Sep 20, 2019 9:30 AM - 12:15 PM F211 (F211)

Megumi Akai-Kasaya(Osaka Univ.)

△：Presentation by Applicant for JSAP Young Scientists Presentation Award
▲：English Presentation
▼：Both of Above
No Mark：None of Above

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9:30 AM - 9:45 AM

[20a-F211-1] Introduction to Focused Session 'AI Electronics'

〇Akira Nishiyama¹ (1.Toshiba Memory)

9:45 AM - 10:15 AM

[20a-F211-2] [INVITED] Silicon neuronal network: towards brain-compatible AI

〇Takashi Kohno¹ (1.IIS, Univ. Tokyo)

10:15 AM - 10:30 AM

[20a-F211-3] [Young Scientist Presentation Award Speech] Finite Element Analysis of Resistive Switching Characteristics in Memristive Devices

〇Zenya Nagata¹, Tetsuya Tohei¹, Akira Sakai¹ (1.Osaka Univ.)

10:30 AM - 10:45 AM

▲ [20a-F211-4] Emergent dynamics on Neuromorphic Nanowire Networks

〇(P)Adrian DiazAlvarez¹, Rintaro Higuchi¹, Zdenka Kuncic², Tomonobu Nakayama^1,3 (1.NIMS, 2.Sydney Univ., 3.Tsukuba Univ.)

10:45 AM - 11:00 AM

[20a-F211-5] Machine Learning with On-Chip Photonic Convolution Filters

〇Mitsumasa Nakajima¹, Masashi Miyata¹, Kenji Tanaka¹, Toshikazu Hashimoto¹ (1.NTT Device Technology Labs.)

11:00 AM - 11:15 AM

[20a-F211-6] Synaptic Learning-Forgetting Characteristics of Electromigrated Au Nanogaps

〇Tomomi Sato¹, Keita Sakai¹, Mamiko Yagi², Mitsuki Ito³, Jun-ichi Shirakashi¹ (1.Tokyo Univ. Agr. & Tech., 2.NIT, Ichinoseki College, 3.NIT, Kushiro College)

11:15 AM - 11:30 AM

[20a-F211-7] Real Neuromorphic Systems using Local Learning Rule and Thin-Film Devices - Working Confirmation of Letter Learning -

〇Mutsumi Kimura^1,2, Ryo Tanaka¹, Daiki Yamakawa¹, Yuki Shibayama¹, Hiroya Ikeda², Yuta Takishita², Yasuhiko Nakashima² (1.Ryukoku Univ., 2.NAIST)

11:30 AM - 11:45 AM

▼ [20a-F211-8] In-memory Reinforcement Learning Hardware with Stochastic Conductance Change of Ferroelectric Tunnel Junctions

〇(P)Radu M Berdan¹, Takao Marukame¹, Kensuke Ota², Masumi Saitoh², Shosuke Fujii², Jun Deguchi², Yoshifumi Nishi¹ (1.Toshiba RDC, 2.Toshiba Memory)

11:45 AM - 12:00 PM

△ [20a-F211-9] Implementation of synaptic properties by four-terminal TiO_2-x thin film memristive device

〇Ryotaro Miyake¹, Yusuke Hayashi¹, Tetsuya Tohei¹, Akira Sakai¹ (1.Osaka Univ.)

12:00 PM - 12:15 PM

△ [20a-F211-10] Development of GaO_x Based Crossbar Array Memristor and Its Resistive Switching Properties

〇(M1)Mamoru Joko¹, Yusuke Hayashi¹, Tetsuya Tohei¹, Akira Sakai¹ (1.Osaka Univ.)

Oral presentation

[20p-F211-1~13] 31.1 Focused Session "AI Electronics"

Fri. Sep 20, 2019 1:45 PM - 5:45 PM F211 (F211)

Masashi Aono(慶応大), Nakajima Mitsumasa(NTT)

△：Presentation by Applicant for JSAP Young Scientists Presentation Award
▲：English Presentation
▼：Both of Above
No Mark：None of Above

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1:45 PM - 2:15 PM

[20p-F211-1] [INVITED] Neural network accelerator using non-volatile memory as synapse for next-generation AI hardware platform

〇Masatoshi Ishii¹ (1.IBM Research - Tokyo)

2:15 PM - 2:45 PM

▲ [20p-F211-2] [JSAP Paper Award Speech] Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation

〇William Borders¹, Hisanao Akima², Shunsuke Fukami¹, Satoshi Moriya¹, Shouta Kurihara³, Yoshihiko Horio¹, Shigeo Sato¹, Hideo Ohno¹ (1.Tohoku Univ., 2.Fujitsu Lab., 3.NEC)

2:45 PM - 3:00 PM

[20p-F211-3] Fabrication of Au Atomic Junctions Using Experimental Parameters Obtained by Ising Spin Computing Implemented on FPGA

〇Yosuke Hirata¹, Takuya Sakurai¹, Tsukasa Miki¹, Moe Shimada¹, Jun-ichi Shirakashi¹ (1.Tokyo Univ. Agr. & Tech.)

3:00 PM - 3:15 PM

[20p-F211-4] Search of Experimental Parameters Using Bayesian Optimization for Formation of Au Atomic Junctions

〇Takuya Sakurai¹, Yosuke Hirata¹, Jun-ichi Shirakashi¹ (1.Tokyo Univ. Agr. & Tech.)

3:15 PM - 3:30 PM

[20p-F211-5] Computational Properties of Ising Spin Computing with High-Resolution Bit Connection for Traveling Salesman Problems

〇Tsukasa Miki¹, Moe Shimada¹, Yosuke Hirata¹, Mitsuki Ito², Jun-ichi Shirakashi¹ (1.Tokyo Univ. Agr. & Tech., 2.NIT, Kushiro College)

3:30 PM - 3:45 PM

[20p-F211-6] Single-Word Arbitration Optical Network based on Precision Timing Synchronization

Yunzhuo Wang¹, Fumihiko Nakamura¹, Nobuyasu Shiga², Satoshi Yasuda², Nicolas Chauvet³, 〇Makoto Naruse^1,3 (1.Fac. Eng., Univ. Tokyo, 2.NICT, 3.Sch. IST, Univ. Tokyo)

4:00 PM - 4:15 PM

△ [20p-F211-7] Reverse Annealing Approach for Simulated Quantum Annealing (SQA) with 2D Ising Spin Computing

〇Moe Shimada¹, Tsukasa Miki¹, Yosuke Hirata¹, Mitsuki Ito², Jun-ichi Shirakashi¹ (1.Tokyo Univ. Agr. & Tech., 2.NIT, Kushiro College)

4:15 PM - 4:30 PM

△ [20p-F211-8] Performance evaluation of a time-domain analog weighted-sum calculation circuit using FeFETs

〇Masataka Harada¹, Takashi Morie¹, Mitsue Takahashi², Shigeki Sakai² (1.Kyushu Inst. Tech., 2.AIST)

4:30 PM - 4:45 PM

△ [20p-F211-9] Mapping and Solving the Maximum Cut Problem for Amoeba Electronic Computing System

〇Kenta Saito¹, Naoki Suefuji¹, Seiya Kasai¹, Masashi Aono² (1.Hokkaido Univ., 2.Keio Univ.)

4:45 PM - 5:00 PM

[20p-F211-10] Improvement of Simulated Bifurcation Algorithm by Thermal Fluctuations

〇Taro Kanao¹, Masaru Suzuki², Kosuke Tatsumura¹, Hayato Goto¹ (1.Toshiba R&D Center, 2.Toshiba Digital Solutions)

5:00 PM - 5:15 PM

△ [20p-F211-11] Dynamic State Sensing for Action Decision of An Amoeba-inspired Autonomous Walking Robot

〇Shu Onuma¹, Kenta Saito¹, Naoki Suefuji¹, Seiya Kasai¹, Masashi Aono² (1.RCIQE,Hokkaido Univ., 2.Fac. Env. Info. Stud., Keio Univ.)

5:15 PM - 5:30 PM

△ [20p-F211-12] Construction of interconnecting network using conductive polymer wires

〇Naruki Hagiwara¹, Masaru Okada¹, Yasumasa Sugito¹, Tetsuya Asai², Yuji Kuwahara¹, Megumi Akai¹ (1.Osaka Univ., 2.Hokkaido Univ.)

5:30 PM - 5:45 PM

[20p-F211-13] Image recognition by a weightless neural network consisting of memories with high write error rate

〇Hiroko Arai¹, Hiroshi Imamura¹ (1.AIST)

Sessions

Focused Session » 31.1 Focused Session "AI Electronics"

[19p-PB6-1~9] 31.1 Focused Session "AI Electronics"

▲ [19p-PB6-8] Entangled Photons, a New Resource for Social Decision Making

[19p-F211-1~10] 31.1 Focused Session "AI Electronics"

△ [19p-F211-3] Reservoir Computing Using Electromigrated Au Nanogaps

△ [19p-F211-6] Experiments on decision making using lag synchronization of chaos in mutually coupled semiconductor lasers

△ [19p-F211-7] Effect of delay time on reservoir computing using a semiconductor laser with optical feedback

△ [19p-F211-10] Ising Spin System in Colloidal Crystal and Heuristic for Combinatorial Optimization

[20a-F211-1~10] 31.1 Focused Session "AI Electronics"

▲ [20a-F211-4] Emergent dynamics on Neuromorphic Nanowire Networks

▼ [20a-F211-8] In-memory Reinforcement Learning Hardware with Stochastic Conductance Change of Ferroelectric Tunnel Junctions

△ [20a-F211-9] Implementation of synaptic properties by four-terminal TiO2-x thin film memristive device

△ [20a-F211-10] Development of GaOx Based Crossbar Array Memristor and Its Resistive Switching Properties

[20p-F211-1~13] 31.1 Focused Session "AI Electronics"

▲ [20p-F211-2] [JSAP Paper Award Speech] Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation

△ [20p-F211-7] Reverse Annealing Approach for Simulated Quantum Annealing (SQA) with 2D Ising Spin Computing

△ [20p-F211-8] Performance evaluation of a time-domain analog weighted-sum calculation circuit using FeFETs

△ [20p-F211-9] Mapping and Solving the Maximum Cut Problem for Amoeba Electronic Computing System

△ [20p-F211-11] Dynamic State Sensing for Action Decision of An Amoeba-inspired Autonomous Walking Robot

△ [20p-F211-12] Construction of interconnecting network using conductive polymer wires

Authentication

△ [20a-F211-9] Implementation of synaptic properties by four-terminal TiO_2-x thin film memristive device

△ [20a-F211-10] Development of GaO_x Based Crossbar Array Memristor and Its Resistive Switching Properties