Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
IBISML |
2014-11-17 17:00 |
Aichi |
Nagoya Univ. |
[Poster Presentation]
Efficient Method for Computing Belief Propagation, with Application to CDMA Multiuser Detection Arise Kuriya, Toshiyuki Tanaka (Kyoto Univ) IBISML2014-54 |
Pearl's belief propagation (BP) is an algorithm to solve
inference problems on probability models defined in terms of
... [more] |
IBISML2014-54 pp.149-153 |
AP, RCS (Joint) |
2014-11-12 15:00 |
Yamagata |
Yamagata University, Yonezawa Campus |
A Study of Channel Equalization Using a Belief Propagation Algorithm Masatomo Sugita, Toshihiko Nishimura, Takeo Ohgane, Yasutaka Ogawa (Hokkaido Univ.) RCS2014-203 |
Frequency-domain equalization is well known as a countermeasure for inter-symbol interference in a single carrier transm... [more] |
RCS2014-203 pp.37-42 |
IT |
2012-09-28 14:25 |
Gunma |
Kusatsu Seminar House |
Message Passing Algorithm with MAP Decoding on Zigzag Cycles for Non-binary LDPC Codes Takayuki Nozaki, Kenta Kasai, Kohichi Sakaniwa (Tokyo Inst. of Tech.) IT2012-44 |
In this paper, we propose a decoding algorithm which lowers decoding erasure rates in the error floor regions for non-bi... [more] |
IT2012-44 pp.75-80 |
MI |
2011-01-20 10:45 |
Okinawa |
Naha-Bunka-Tembusu |
Comparison of the Registration Performance between MCMC-based method and Belief Propagation-based one Yoshihide Sawada, Wataru Watanabe, Hidekata Hontani (NIT) MI2010-90 |
Both Markov chain Monte Carlo (MCMC) and belief propagation (BP) are widely used for inferring posterior distributions o... [more] |
MI2010-90 pp.51-56 |
PRMU, HIP |
2010-03-15 17:55 |
Kagoshima |
Kagoshima Univ. |
Real-Time Image Denoising based on Discrete Optimization on FPGA Masaki Higashitani, Toshikazu Wada (Wakayama Univ.) PRMU2009-275 HIP2009-160 |
Belief Propagation (BP) is an effective method for removing granular noise, which appears in insufficiently exposed imag... [more] |
PRMU2009-275 HIP2009-160 pp.247-252 |
NC |
2009-01-20 14:40 |
Hokkaido |
Hokkaido Univ. |
Which model can properly describe dynamics and smoothness of firing rate? Ken Takiyama (The Univ. of Tokyo), Kentaro Katahira, Masato Okada (The Univ. of Tokyo/RIKEN) NC2008-98 |
We construct the algorithm using belief propagation(BP), which algorithm simultaneously estimates
firing rate and calcu... [more] |
NC2008-98 pp.89-94 |
NC, MBE (Joint) |
2008-03-12 16:30 |
Tokyo |
Tamagawa Univ |
An Extension of CCCP Algorithm for Bethe Free Energy Yu Nishiyama, Sumio Watanabe (Tokyo Inst. of Tech.) NC2007-126 |
Belief Propagation (BP) is an efficient algorithm for computing marginal probabilities of a high-dimensional probability... [more] |
NC2007-126 pp.85-90 |
NC |
2008-01-15 13:30 |
Hokkaido |
Centennial Hall, Hokkaido Univ. |
Analytical and Numerical Solutions of Bethe Approximation in Normal Distributions Yu Nishiyama, Sumio Watanabe (Tokyo Inst. Tech.) NC2007-87 |
For the calculation of marginal distributions, which require the huge computational cost, the algorithm called belief pr... [more] |
NC2007-87 pp.1-6 |
WBS |
2007-12-18 16:50 |
Tokyo |
|
EXIT analysis of iterative algorithm for CDMA multiuser detection problem Takashi Ikehara, Toshiyuki Tanaka (Kyoto Univ.) WBS2007-58 |
We derive EXIT functions and perform EXIT analysis
for a belief-propagation (BP) based CDMA detection algorithm under t... [more] |
WBS2007-58 pp.65-70 |
NC |
2007-05-21 16:00 |
Kanagawa |
Tokyo Inst. Tech.(Suzukakedai Campus) |
Theoretical Analysis of Accuracy of Belief Propagation in Gaussian Models Yu Nishiyama, Sumio Watanabe (Tokyo Inst. of Tech.) NC2007-6 |
Belief propagation (BP) is an algorithm which can compute marginal probability distributions with a tractable computatio... [more] |
NC2007-6 pp.23-28 |