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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| CCS | 2022-03-27 14:15 |
Hokkaido | RUSUTSU RESORT HOTEL & CONVENTION (Primary: On-site, Secondary: Online) |
A novel method of hidden-area generation with generative adversarial networks in diminished reality Taisei Saito, Tetsuya Asai (Hokkaido Univ.)  CCS2021-45 |
[more] | CCS2021-45 pp.54-59 |
| CCS | 2022-03-27 14:50 |
Hokkaido | RUSUTSU RESORT HOTEL & CONVENTION (Primary: On-site, Secondary: Online) |
Examination of neuromorphic circuit architecture consisting of 3D wiring memory devices Naruki Hagiwara, Yoshiki Amemiya, Ali Emiliano Jose, Tetsuya Asai (Hokkaido Univ.), Megumi Akai-Kasaya (Hokkaido Univ./Osaka Univ.) CCS2021-46 |
Analog neural network circuits using non-volatile analog resistance change memory devices have been developed mainly bas... [more] | CCS2021-46 pp.60-65 |
| CCS | 2021-11-19 12:35 |
Osaka | Osaka Univ. (Primary: On-site, Secondary: Online) |
FPGA Architecture for Reservoir Computing with time-division input interfaces and online learning systems Kose Yoshida, Yuki Abe (Hokkaido Univ.), Megumi Akai-Kasaya (Hokkaido Univ./Osaka Univ.), Tetsuya Asai (Hokkaido Univ.) CCS2021-29 |
In this paper we present an FPGA architecture for reservoir computing using a ring-type reservoir with time-division I/O... [more] | CCS2021-29 pp.67-72 |
| CCS | 2021-11-19 13:00 |
Osaka | Osaka Univ. (Primary: On-site, Secondary: Online) |
Physical reservoir computing on analog-digital hybrid circuit systems consisting of discrete semiconductor devices Yuki Abe, Kose Yoshida (Hokkaido Univ), Megumi Akai-Kasaya (Hokkaido Univ/Osaka Univ), Tetsuya Asai (Hokkaido Univ) CCS2021-30 |
This report describes machine learning process & benchmarks by using physical reservoir computing device. We design phys... [more] | CCS2021-30 pp.73-78 |
| IN, CCS (Joint) |
2021-08-05 14:25 |
Online | Online | Digital Implement of 3-layered Neural Networks with Stochastic Activation, Shunting Inhibition, and a Dual-rail Backpropagation Yoshiaki Sasaki, Seiya Muramatsu, Kohei Nishida, Megumi Akai-Kasaya, Tetsuya Asai (Hokkaido Univ.) CCS2021-16 |
Stochastic computing (SC) is an arithmetic technique that enables various operations to be performed with a small number... [more] | CCS2021-16 pp.7-13 |
| NLP, CCS | 2021-06-11 15:20 |
Online | Online | Improvement of Controllability of a Nonlinear MEMS Resonator Type Reservoir based on Mutual Information Criteria Kazuki Nakada, Shunya Suzuki, Eiji Suzuki, Yukio Terasaki, Tomoyuki Sasaki (TDK), Tetsuya Asai (Hokkaido Univ.) NLP2021-10 CCS2021-10 |
In this work, we propose a parameter tuning method based on mutual information criteria for MEMS (Micro Electro Mechanic... [more] | NLP2021-10 CCS2021-10 pp.45-50 |
| CCS | 2021-03-29 13:00 |
Online | Online | Construction of Nonlinear Large-Scale Network Simulator aiming for Emergence of Reservoir function Kento Igarashi, Tetsuya Asai, Megumi Akai (Hokkaido Univ.) CCS2020-21 |
A large-scale network simulator consisting of non-linear elements has been constructed for the physical implementation o... [more] | CCS2020-21 pp.1-6 |
| CCS | 2021-03-29 13:25 |
Online | Online | Neuromorphic Devices using Spatial Free Wiring of Conductive Polymer for Hardware Artificial Neural Networks Emiliano Ali, Yoshiki Amemiya, Tetsuya Asai (Hokkaido Univ.), Megumi Akai-Kasaya (Osaka Univ.) CCS2020-22 |
Nanowires made of conductive polymer have a promising potential to be used in a wide range of applications in the electr... [more] | CCS2020-22 pp.7-12 |
| NLP, NC (Joint) |
2020-01-24 13:50 |
Okinawa | Miyakojima Marine Terminal | Ternarized Backpropagation for Edge AI and its FPGA Implementation Tatsuya Kaneko, Yoshiharu Yamagishi, Hiroshi Momose, Tetsuya Asai (Hokkaido Univ.) NLP2019-95 |
In recent years there has been growing more interest in machine/deep learning. As following this movement, many types ... [more] |
NLP2019-95 pp.53-58 |
| NLP, NC (Joint) |
2020-01-24 16:10 |
Okinawa | Miyakojima Marine Terminal | 26-bit 400-neuron 0.3-ksps FORCE Learning FPGA Core for Reservoir Computing koyo Minamikawa, Shunya Suzuki, Megumi Akai-Kasaya, Tetsuya asai (Hokkaido Univ.) NLP2019-98 |
Reservoir Computing (RC) is a type of Recurrent Neural Network (RNN) and are used for processing time series. Since the... [more] |
NLP2019-98 pp.67-72 |
| NLP, NC (Joint) |
2020-01-24 16:30 |
Okinawa | Miyakojima Marine Terminal | Electronic implementation of a physical reservoir composed of discrete semiconductor devices Shunya Suzuki, Koyo Minamikawa, Megumi Akai-Kasaya, Tetuya Asai (Hokkaido Univ.) NLP2019-99 |
Reservoir computing is a recurrent neural network that has loop structures. The main difference from typical recurrent n... [more] | NLP2019-99 pp.73-78 |
| MIKA (2nd) |
2019-10-04 11:15 |
Hokkaido | Hokkaido Univ. | [Invited Lecture]
Manufacturing-centric Open Innovation for AI
-- Activities towards emerging Edge-AI Devices in Hokkaido University -- Tetsuya Asai (Hokkaido Univ.) |
[more] | |
| CPSY, DC, IPSJ-ARC [detail] | 2019-07-26 14:40 |
Hokkaido | Kitami Civic Hall | Yuki Hirayama, Hirose Kazutoshi, Kota Ando, Kodai Ueyoshi, Tetsuya Asai (Hokkaido Univ.), Masato Motomura (Tokyo Tech), Shinya Takamaeda (Hokkaido Univ.) CPSY2019-35 DC2019-35 |
[more] | CPSY2019-35 DC2019-35 pp.197-202 |
| DC, CPSY, IPSJ-ARC [detail] | 2019-06-11 15:40 |
Kagoshima | National Park Resort Ibusuki | CPSY2019-6 DC2019-6 |
(To be available after the conference date) [more] | CPSY2019-6 DC2019-6 pp.51-56 |
| DC, CPSY, IPSJ-ARC [detail] | 2019-06-11 16:00 |
Kagoshima | National Park Resort Ibusuki | CPSY2019-7 DC2019-7 |
(To be available after the conference date) [more] | CPSY2019-7 DC2019-7 pp.57-62 |
| DC, CPSY, IPSJ-ARC [detail] | 2019-06-11 16:20 |
Kagoshima | National Park Resort Ibusuki | CPSY2019-8 DC2019-8 |
[more] | CPSY2019-8 DC2019-8 pp.63-68 |
| RECONF | 2019-05-10 13:30 |
Tokyo | Tokyo Tech Front | RECONF2019-14 |
(To be available after the conference date) [more] | RECONF2019-14 pp.73-78 |
| RECONF | 2019-05-10 14:20 |
Tokyo | Tokyo Tech Front | RECONF2019-18 |
(To be available after the conference date) [more] | RECONF2019-18 pp.97-102 |
| SDM, ICD, ITE-IST [detail] | 2018-08-07 09:00 |
Hokkaido | Hokkaido Univ., Graduate School of IST M Bldg., M151 | A model and circuit for an early auditory system based on vestibulo-ocular reflex Tkahiro Ikegami, Masayuki Ikebe, Shinya Takamaeda, Masato Motomura, Tetsuya Asai (Hokkaido Univ.) |
[more] | |
| RECONF | 2018-05-25 15:10 |
Tokyo | GATE CITY OHSAKI | RECONF2018-5 |
(To be available after the conference date) [more] | RECONF2018-5 pp.21-26 |
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