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Committee Date Time Place Paper Title / Authors Abstract Paper #
VLD, DC, RECONF, ICD, IPSJ-SLDM [detail] 2023-11-17
15:40
Kumamoto Civic Auditorium Sears Home Yume Hall
(Primary: On-site, Secondary: Online)
High-Level Synthesis Implementation of a Reservoir Computing based on Chaotic Boltzmann Machine -- Improving scalability and efficiency of sparse matrix multiplication through a dedicated data compression in external memory --
Shigeki Matsumoto, Yuki Ichikawa, Nobuki Kajihara (IVIS), Hakaru Tamukoh (kyutech) VLD2023-75 ICD2023-83 DC2023-82 RECONF2023-78
This paper reports on an FPGA implementation of Chaotic Boltzmann Machine Reservoir Computing (CBM-RC). The reservoir wi... [more] VLD2023-75 ICD2023-83 DC2023-82 RECONF2023-78
pp.231-236
ICD 2018-04-19
13:00
Tokyo   [Invited Talk] VLSI implementation of chaotic Boltzmann machine for deep learning hardware
Takashi Morie, Masatoshi Yamaguchi, Ichiro Kawashima, Hakaru Tamukoh (Kyushu Inst. of Tech.) ICD2018-4
The Boltzmann machine (BM) model has been proposed as an optimization-problem solver as well as a learning machine using... [more] ICD2018-4
p.13
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