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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
DC 2022-12-16
13:50
Yamaguchi
(Primary: On-site, Secondary: Online)
Evaluation of Fault Tolerance in Stochastic Computing Based Neural Network Inference Accelerators
Ryoga Nagashima, Stefan Holst, Xiaoqing Wen (Kyutech) DC2022-74
In recent years, neural networks have become increasingly complex. Stochastic computing (SC) techniques are currently be... [more] DC2022-74
pp.12-16
NLP 2022-11-24
11:35
Shiga
(Primary: On-site, Secondary: Online)
A Study on Stochastic Computing Using Chaotic Binary Sequences
Shun-ya Taga, Akio Tsuneda (Kumamoto Univ.) NLP2022-59
In stochastic computing (SC),numerical values are represented by the probability of 1’s in a random bit sequence.In SC,m... [more] NLP2022-59
pp.13-16
HWS, ICD 2022-10-25
14:50
Shiga
(Primary: On-site, Secondary: Online)
Design and Prototype Evaluation of Stochastic Encrypted Computing Hardware
Yuki Tamura, Rei Ueno, Naofumi Homma (Tohoku Univ.) HWS2022-38 ICD2022-30
This paper describes the design and evaluation of Homomorphic Encryption for
Stochastic Computing (HESC) hardware.HESC ... [more]
HWS2022-38 ICD2022-30
pp.46-51
VLD, HWS [detail] 2022-03-07
11:50
Online Online An efficient scheme of homomorphic encryption for stochastic computing and its performance evaluation
Ryusuke Koseki, Rei Ueno, Akira Ito, Naofumi Homma (Tohoku Univ.) VLD2021-82 HWS2021-59
This paper describes how to improve the efficiency of Homomorphic Encryption for Stochastic Computing (HESC) and its per... [more] VLD2021-82 HWS2021-59
pp.37-42
RECONF, VLD, CPSY, IPSJ-ARC, IPSJ-SLDM [detail] 2022-01-24
09:30
Online Online Study on a Correlation Controlling Method to Realize Correlation-used Calculations Sequentially in Stochastic Computing
Shu Zhang, Shigeru Yamashita (Ritsumeikan Univ.) VLD2021-49 CPSY2021-18 RECONF2021-57
Stochastic Computing (SC) is an approximation calculation method using Stochastic Number (SN), which represents the exis... [more] VLD2021-49 CPSY2021-18 RECONF2021-57
pp.1-6
VLD, DC, RECONF, ICD, IPSJ-SLDM
(Joint) [detail]
2021-12-01
14:20
Online Online Triple-Rail Stochastic Number and Its Applications
Shoki Kawaminami, Shigeru Yamashita (Ritsumeikan Univ) VLD2021-26 ICD2021-36 DC2021-32 RECONF2021-34
In Stochastic Computing (SC), we use bit-strings called stochastic numbers (SNs) to perform calculations in very low-cos... [more] VLD2021-26 ICD2021-36 DC2021-32 RECONF2021-34
pp.54-59
VLD, DC, RECONF, ICD, IPSJ-SLDM
(Joint) [detail]
2021-12-01
14:45
Online Online Improving Accuracy of Addition for Stochastic Computing
Ichilawa Katsuhiro, Shigeru Yamashita (Ritsumeikan Univ.) VLD2021-27 ICD2021-37 DC2021-33 RECONF2021-35
Stochastic Computing (SC) is an approximate computing paradigm to perform calculations by using Stochastic Numbers (SNs)... [more] VLD2021-27 ICD2021-37 DC2021-33 RECONF2021-35
pp.60-65
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
SAT, RCS
(Joint)
2020-08-21
10:55
Online Online [Encouragement Talk] A Fundamental Study Toward the Software Defined Satellite
Shigenori Tani, Yasutaka Yamashita, Michiya Hayama, Masatake Hangai, Hiroshi Aruga (Mitsubishi Electric) SAT2020-20
The software defined satellite (SDS) improves frequency utilization to control resources such as time, frequency, and sp... [more] SAT2020-20
pp.53-57
SITE, ISEC, HWS, EMM, BioX, IPSJ-CSEC, IPSJ-SPT, ICSS [detail] 2020-07-20
16:35
Online Online A Study on Construction of Probablistic Homomorphic Encryption Using Stochastic Computing.
Ryusuke Koseki, Rei Ueno, Naofumi Homma (Tohoku Univ.) ISEC2020-23 SITE2020-20 BioX2020-26 HWS2020-16 ICSS2020-10 EMM2020-20
In this paper, we describe a construct and evaluation of probabilistic homomorphic encryption (PHE)scheme. PHE is const... [more] ISEC2020-23 SITE2020-20 BioX2020-26 HWS2020-16 ICSS2020-10 EMM2020-20
pp.61-67
IPSJ-SLDM, RECONF, VLD, CPSY, IPSJ-ARC [detail] 2020-01-24
13:55
Kanagawa Raiosha, Hiyoshi Campus, Keio University Edge detection algorithms using stochastic architectures for various images
Naoto Shinozaki, Kimiyoshi Usami (SIT) VLD2019-87 CPSY2019-85 RECONF2019-77
Stochastic computing (SC) is an approximate calculation method with the existence probability of 1 in a bit string as a ... [more] VLD2019-87 CPSY2019-85 RECONF2019-77
pp.199-204
NLP, MSS
(Joint)
2019-03-14
13:20
Fukui Bunkyo Camp., Univ. of Fukui An Analytical Method of Computing Electron Trajectories on Waveguides by the Superposition of Single-Mode Wave Propagation
Shota Hayakawa, Hisato Fujisaka, Takeshi Kamio (Hiroshima City Univ.) NLP2018-125
In this paper, we obtain analytically behaviors of electron wave packets and probabilistic particle model of electrons o... [more] NLP2018-125
pp.7-12
VLD, DC, CPSY, RECONF, CPM, ICD, IE, IPSJ-SLDM, IPSJ-EMB, IPSJ-ARC
(Joint) [detail]
2018-12-05
11:00
Hiroshima Satellite Campus Hiroshima [Keynote Address] Challenge of Post CMOS Circuit Technologies for AI Hardware
Takahiro Hanyu (Tohoku Univ.)
Recently, it is impartant that the impact of artificial intelligence (AI) is being widely understood in several applicat... [more]
VLD, DC, CPSY, RECONF, CPM, ICD, IE, IPSJ-SLDM, IPSJ-EMB, IPSJ-ARC
(Joint) [detail]
2018-12-06
09:00
Hiroshima Satellite Campus Hiroshima Stochastic Number Generation Considering Trade-off between Error and Overhead
Yudai Sakamoto, Shigeru Yamashita (Ritsumeikan Univ.) VLD2018-47 DC2018-33
Stochastic Computing (SC) is an approximation calculation method using stochastic numbers (SNs) which represent the rati... [more] VLD2018-47 DC2018-33
pp.65-70
VLD, DC, CPSY, RECONF, CPM, ICD, IE, IPSJ-SLDM, IPSJ-EMB, IPSJ-ARC
(Joint) [detail]
2018-12-07
14:35
Hiroshima Satellite Campus Hiroshima An Efficient Multiplier Employing Time-Encoded Stochastic Computing Circuit
Tati Erlina, Renyuan Zhang, Yasuhiko Nakashima (NAIST) CPSY2018-41
A compact multiplier circuit is designed by time-encoded stochastic computing technology. The operands of multiplication... [more] CPSY2018-41
pp.47-52
CAS, SIP, MSS, VLD 2018-06-14
16:35
Hokkaido Hokkaido Univ. (Frontier Research in Applied Sciences Build.) Area Efficient Multiply-Accumulate Circuit Using Stochastic Computing for Neural Network Hardware
Kenta Nagura, Masayuki Hiromoto, Takashi Sato (Kyoto Univ) CAS2018-15 VLD2018-18 SIP2018-35 MSS2018-15
Neural network, which is an accurate and general-purpose machine learning method, is attracting greater attention in rec... [more] CAS2018-15 VLD2018-18 SIP2018-35 MSS2018-15
pp.81-86
VLD, DC, CPSY, RECONF, CPM, ICD, IE, IPSJ-SLDM, IPSJ-EMB, IPSJ-ARC
(Joint) [detail]
2017-11-07
10:30
Kumamoto Kumamoto-Kenminkouryukan Parea Stochastic Number Generation with Internal Signals of Peripheral Logic Circuits
Naoya Kubota, Maki Fujiha, Hideyuki Ichihara, Tsuyoshi Iwagaki, Tomoo Inoue (Hiroshima City Univ.) VLD2017-47 DC2017-53
Stochastic computing (SC), which is an approximate computation with probabilities, has attracted at- tention because it ... [more] VLD2017-47 DC2017-53
pp.115-120
VLD 2017-03-03
13:50
Okinawa Okinawa Seinen Kaikan Architecture of Multiply-Accumulate Operation with Stochastic Iteration
Tatsuyoshi Sugino, Hideyuki Ichihara, Tsuyoshi Iwagaki, Tomoo Inoue (Hiroshima City Univ.) VLD2016-130
Stochastic computing, which is an approximate computation method with probabilities (called stochastic numbers), draws a... [more] VLD2016-130
pp.157-162
VLD, DC, CPSY, RECONF, CPM, ICD, IE
(Joint) [detail]
2016-11-28
10:30
Osaka Ritsumeikan University, Osaka Ibaraki Campus A Design Method of Circuits to Generate Stochastic Numbers with the Minimum Inputs
Ritsuko Muguruma, Shigeru Yamashita (Ritsmeikan Univ.) VLD2016-44 DC2016-38
Stochastic Computing (SC) is an unconventional calculation method using Stochastic Numbers (SNs) which are bit-streams r... [more] VLD2016-44 DC2016-38
pp.1-6
DC 2016-02-17
11:30
Tokyo Kikai-Shinko-Kaikan Bldg. Acceleration of Stochastic Computing by Dynamically Sharing Consecutive Bit Sequences
Kensuke Takamori, Hideyuki Ichihara, Tsuyoshi Iwagaki, Tomoo Inoue (Hiroshima City Univ.) DC2015-89
Stochastic computing, which is a computational scheme with probabilities, is notable for its applicability to error tole... [more] DC2015-89
pp.19-24
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