Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
CCS |
2021-11-18 12:35 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Fundamental valuation of stock price for extracting investor sentiment by machine learning Yuuki Tsukahara (Ibaraki Univ.), Riku Tanaka (Daiwa Asset Management), Tomoya Suzuki (Ibaraki Univ.) CCS2021-17 |
[more] |
CCS2021-17 pp.1-6 |
CCS |
2021-11-18 13:00 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Making Simple Music from Elementary Cellular Automata Wataru Kojima, Toshimichi Saito (HU) CCS2021-18 |
Elementary cellular automata (ECAs) are simple digital dynamical systems in which time, space, and state are all discret... [more] |
CCS2021-18 pp.7-10 |
CCS |
2021-11-18 13:25 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Basic dynamics analysis of coupled digital spike maps Yuken Kijima, Toshimichi Saito (HU) CCS2021-19 |
The digital spike maps (Dmaps) are digital dynamical systems defined on a set of points and exhibit periodic orbits.
Th... [more] |
CCS2021-19 pp.11-15 |
CCS |
2021-11-18 13:50 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
On a biobjective optimization problem in binary associative memories Kento Saka, Toshimichi Saito (HU) CCS2021-20 |
This paper considers a biobjective optimization problem in binary associative memories characterized by ternary connecti... [more] |
CCS2021-20 pp.16-19 |
CCS |
2021-11-18 15:35 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
A Synchronization Method and a Synchronizability Condition for Multiple Piecewise Affine Oscillators Tatsuya Kai (Tokyo Univ. of Science), Kaho Ohtsuki (Yokogawa Solution Service Corp.), Shingo Chiku (Mitsubishi Heavy Industries, Ltd.) CCS2021-21 |
This study derives synchronization methods and synchronability conditions for multiple piecewise affine oscillators. Esp... [more] |
CCS2021-21 pp.20-25 |
CCS |
2021-11-18 16:00 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Effects of spike transmission delay in spiking reservoir networks Satsuki Tamura, Tsubo Yasuhiro (Ritsumeikan Univ.) CCS2021-22 |
Spiking neural network is expected as a candidate of information processing systems with low-energy consumption. However... [more] |
CCS2021-22 pp.26-30 |
CCS |
2021-11-18 16:25 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Memory Efficient Training of Neural ODE by Symplectic Adjoint Method Takashi Matsubara, Yuto Miyatake (Osaka Univ.), Takaharu Yaguchi (Kobe Univ.) CCS2021-23 |
Neural ODE learns an ordinary differential equation using neural networks, thereby modeling a continuous-time dynamics a... [more] |
CCS2021-23 pp.31-36 |
CCS |
2021-11-19 09:30 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Complex Concept
-- Group Logic and Fractal -- Kumon Tokumaru (Writer) CCS2021-24 |
Interdisciplinary standardization of concepts is the base for interdisciplinary sciences. Concepts are tools for thought... [more] |
CCS2021-24 pp.37-42 |
CCS |
2021-11-19 09:55 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Cochlea model based on ergodic cellular automaton Itsuki Kubota, Hiroyuki Torikai (Hosei Univ.) CCS2021-25 |
In this paper, a novel cochlea model based on the nonlinear dynamics of an ergodic cellular automaton is presented. It i... [more] |
CCS2021-25 pp.43-48 |
CCS |
2021-11-19 10:20 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Network of neuron models based on ergodic cellular automaton Haruto Suzuki, Hiroyuki Torikai (Hosei Univ.) CCS2021-26 |
In this paper, a novel network of neuron models based on ergodic cellular automaton and a learning algorithm for the net... [more] |
CCS2021-26 pp.49-54 |
CCS |
2021-11-19 10:45 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
User Departure and QoE Assessment in DASH Rate Determination Method Considering User Preference Takumi Yanagisawa, Sumiko Miyata (SIT) CCS2021-27 |
In Dynamic Adaptive Streaming over HTTP (DASH), which is the most widespread video delivery service system using the Int... [more] |
CCS2021-27 pp.55-60 |
CCS |
2021-11-19 11:10 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Toward Human Cognition-inspired High-Level Decision Making For Hierarchical Reinforcement Learning Agents Rousslan Fernand Julien Dossa (Kobe Univ.), Takashi Matsubara (Osaka Univ.) CCS2021-28 |
Hierarchical reinforcement learning (HRL) methods aim to leverage the concept of temporal abstraction to efficiently sol... [more] |
CCS2021-28 pp.61-66 |
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 |
CCS |
2021-11-19 13:25 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Energy efficient control of bursts' rhythm in a mathematical model of the pancreatic beta cell Keita Koyama (Univ. of Tsukuba), Hiroyasu Ando (Tohoku Univ./Univ. of Tsukuba), Kantaro Fujiwara (Univ. of Tokyo) CCS2021-31 |
Bursting activity of pancreatic beta cells are correlated with the function of insulin secretion. While normal pancreati... [more] |
CCS2021-31 pp.79-83 |
CCS |
2021-11-19 13:50 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Predicting Traffic Breakdown in Expressways Based on Linear Model Using Vehicle Detecter Data Rikuto Shigemi (ITF), Ando Hiroyasu (NEU/ITF), Kentaro Wada (ITF) CCS2021-32 |
[more] |
CCS2021-32 pp.84-88 |
CCS |
2021-11-19 14:30 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
A Study of Deep Learning for Abnormal Waveforms in ECG Image Data Using Expert Diagnosis as a Teacher Kentaro Hashimoto, Yuichiro Yamamura (Univ of Tsukuba.), Ryota Iwatsuka (Taiyo-kai Social Welfare awachiiki iryo center), Hiroyasu Ando (Tohoku Univ./Univ of Tsukuba.) CCS2021-33 |
Artificial intelligence is expected to play a variety of roles in the medical fields. Diagnosis based on ECG readings is... [more] |
CCS2021-33 pp.89-93 |
CCS |
2021-11-19 14:55 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Equivalent Circuit Representation of Lossless and Lossy Power Transmission Systems Including Discrete Sampler Yuichi Kida (Ohu Univ.), Takuro Kida (Tokyo Tech.) CCS2021-34 |
In a new smart society supported by the recent development of 5G and 6G Communication systems, the importance of wireles... [more] |
CCS2021-34 pp.94-99 |
CCS |
2021-11-19 15:20 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
Category-base theory of the optimum signal approximation clarifying the importance of parallel worlds in the recognition of human and application to secure signal communication with feedback Takuro Kida (Tokyo Tech.), Yuichi Kida (Ohu Univ.) CCS2021-35 |
We show a base of the new trend of algorithm mathematically that treats a historical reason of continuous discrimination... [more] |
CCS2021-35 pp.100-105 |