Matthew de Brecht, Ph. D.
Researcher
matthew
(at) nict.go.jp
National Institute of
Information and Communications Technology
Center for Neural Systems and Information Networks
ATR Department of Cognitive Neuroscience
Education:
1998 – 2002: The University of Texas at
Austin (B.S. in Computer Science; B.A. in Asian Cultures and Languages:
Japanese)
2005 – 2007: Kyoto University Graduate
School of Informatics (Master’s Degree)
2007 – 2010: Kyoto University Graduate
School of Informatics (Ph. D.)
Publications:
Journal Articles
de Brecht, M. : Quasi-Polish
Spaces, Annals of Pure and Applied Logic (accepted).
de Brecht, M. and Yamagishi, N. : Combining sparseness and smoothness
improves classification accuracy and interpretability. NeuroImage
60 (2): 1550-1561, 2012.
Brattka V., de Brecht
M., Pauly A. : Closed Choice and a Uniform Low
Basis Theorem. Annals of Pure and Applied Logic 163 (8): 986-1008, 2012.
de Brecht, M. and Yamamoto, A.
: Mind change complexity of inferring unbounded unions of pattern languages
from positive data. Theoretical Computer Science 411(7-9): 976-985, 2010.
de Brecht, M. and Yamamoto, A.
: Topological properties of concept spaces (full version). Information and
Computation 208 (4): 327-340, 2010.
de Brecht, M. and Saiki, J. :
A neural network implementation of a saliency map model. Neural Networks 19
(10): 1467-1474, 2006.
Invited Lectures
de Brecht, M. : A common
framework for domains and complete metric spaces, Continuity, Computability, Constructivity (CCC) Workshop, Trier, Germany, 2012.
International Conferences (refereed)
Pauly, A. de
Brecht, M : Non-deterministic computation and the Jayne Rogers Theorem, 8th
International Workshop on Developments in Computational Models, Cambridge,
England, 2012.
de Brecht, M. and Yamamoto, A.
: Sigma0α- admissible
representations. The Sixth International Conference on Computability and
Complexity in Analysis, pp. 119-130, 2009.
de Brecht, M. and Yamamoto A.
: Topological properties of concept spaces. Proceedings of the 19th
International Conference on Algorithmic Learning Theory, (Lecture Notes in
Artificial Intelligence 5254), 374-388, 2008.
de Brecht, M. and Yamamoto, A.
: Mind change complexity of inferring unbounded unions of pattern languages
from positive data. Proceedings of the 17th International Conference on
Algorithmic Learning Theory (Lecture Notes in Artificial Intelligence 4264),
Springer, 124-138, 2006.
de Brecht, M., Kobayashi, M.,
Tokunaga, H., Yamamoto, A. : Inferability of closed
set systems from positive data.
Fourth Workshop on Learning with Logics and Logics for Learning (LLLL
2006), New Frontiers in Artificial Intelligence (Lecture Notes in Artificial
Intelligence 4384), Springer, 265-275, 2006.
Conferences (not
refereed)
de Brecht, M., Yamagishi, N.：Online decoding of attentional states, 第35回日本神経科学大会 , 2012年9月, 愛知県.
Yamagishi, N., de
Brecht, M., Kawato, M. : Decoding of attentional direction, 第34回日本神経科学大会, 2011年9月, 神奈川県.
de Brecht, M.,Yamagishi, N.：Decoding brain activity with smooth sparse regression, 第34回日本神経科学大会 , 2011年9月, 神奈川県.
de Brecht, M., Applications of
quasi-Polish spaces in computable analysis, Dagstuhl-Seminar
, 2011年10月, Dagstuhl
,Germany.
de Brecht, M., Descriptive set
theory of complete quasi-metric spaces, RIMS研究会, 2011年10月, 京都府.
de Brecht, M. ,Yamagishi, N.: Smooth sparse classification of recorded
brain activity, Neuroscience2011，2011年11月, Washington DC,USA.
デ・ブレクト マシュー, 徳永浩雄, 山本章博 : 代数学・数学基礎論における機械学習, 人工知能学会誌, 24(6), 788-796, 2009.
デ・ブレクト マシュー, 山本 章博 : 概念空間の位相的性質, 第71回人工知能基本問題研究会資料, SIG-FPAI-A802, 33-40, 2008.
デ・ブレクト マシュー, 小林 正典, 徳永 浩雄, 山本 章博 : 普遍代数における閉集合族と正データからの帰納推論, 京都大学数理解析研究所講究録, No.1489, 256-260, 2006.
デ・ブレクト マシュー, 小林 正典, 徳永 浩雄, 山本 章博 : 多項式環イデアルの正データからの帰納推論, 2005年度冬のLAシンポジウム, 41-1 -- 41-5, 2005.
デ・ブレクト マシュー, 山本 章博 : 有限の弾力性を含む証明の分析 --有限の弾力性の手続き化に向けて--, 第61回人工知能基本問題研究会資料, SIG-FPAI-A503, 93-98, 2005.