Mauricio Kugler
Mauricio Kugler
Assistant Professor of Computer Science & Engineering, Nagoya Institute of Technology
E-mail confirmado em nitech.ac.jp - Página inicial
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An approach for sound source localization by complex-valued neural network
H Tsuzuki, M Kugler, S Kuroyanagi, A Iwata
IEICE TRANSACTIONS on Information and Systems 96 (10), 2257-2265, 2013
232013
Using a chain of LVQ neural networks for pattern recognition of EEG signals related to intermittent photic-stimulation
M Kugler, HS Lopes
VII Brazilian Symposium on Neural Networks, 2002. SBRN 2002. Proceedings …, 2002
192002
Feature subset selection for support vector machines using confident margin
M Kugler, K Aoki, S Kuroyanagi, A Iwata, AS Nugroho
Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005
162005
A sound localization and recognition system using pulsed neural networks on FPGA
K Iwasa, M Kugler, S Kuroyanagi, A Iwata
2007 International Joint Conference on Neural Networks, 902-907, 2007
142007
CombNET-III: a support vector machine based large scale classifier with probabilistic framework
M Kugler, S Kuroyanagi, AS Nugroho, A Iwata
IEICE TRANSACTIONS on Information and Systems 89 (9), 2533-2541, 2006
82006
Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation
M Kugler, Y Goto, Y Tamura, N Kawamura, H Kobayashi, T Yokota, ...
International journal of computer assisted radiology and surgery 14 (12 …, 2019
72019
A complete hardware implementation of an integrated sound localization and classification system based on spiking neural networks
M Kugler, K Iwasa, VAP Benso, S Kuroyanagi, A Iwata
International Conference on Neural Information Processing, 577-587, 2007
72007
Accurate 3D reconstruction of a whole pancreatic cancer tumor from pathology images with different stains
M Kugler, Y Goto, N Kawamura, H Kobayashi, T Yokota, C Iwamoto, ...
Computational Pathology and Ophthalmic Medical Image Analysis, 35-43, 2018
52018
Feature selection using confident margin for SVM
K Aoki, S Kuroyanagi, M Kugler, AS Nugroho, A Iwata
IEICE Trans. Inf. & Syst.(Japanese Edition) 88, 2291-2300, 2005
52005
A novel approach for sound approaching detection
H Tsuzuki, M Kugler, S Kuroyanagi, A Iwata
International Conference on Neural Information Processing, 407-414, 2010
42010
A novel approach for hardware based sound localization
M Kugler, T Hishida, S Kuroyanagi, A Iwata
International Conference on Artificial Neural Networks, 490-499, 2010
42010
A novel approach for hardware based sound classification
M Kugler, VAP Benso, S Kuroyanagi, A Iwata
International Conference on Neural Information Processing, 859-866, 2008
42008
Desenvolvimento de uma Rede Neural LVQ em Linguagem VHDL para Aplicações em Tempo-Real
M Kugler, JT Júnior, HS Lopes
Proceedings of the VI Brazilian Conference on Neural Networks-VI Congresso …, 2003
42003
Recognition of EEG patterns related to evoked potentials by intermittent photo-stimulation
M Kugler, IN Mukai, HS Lopes, V Pilla Júnior
Proceedings of the International Conference on Mathematics and Engineering …, 2001
42001
Real-time hardware implementation of a sound recognition system with in-field learning
M Kugler, T Tossavainen, M Nakatsu, S Kuroyanagi, A Iwata
IEICE TRANSACTIONS on Information and Systems 99 (7), 1885-1894, 2016
32016
CombNET-III with nonlinear gating network and its application in large-scale classification problems
M Kugler, S Kuroyanagi, AS Nugroho, A Iwata
IEICE transactions on information and systems 91 (2), 286-295, 2008
32008
Separation and recognition of multiple sound source using pulsed neuron model
K Iwasa, H Inoue, M Kugler, S Kuroyanagi, A Iwata
International Conference on Artificial Neural Networks, 748-757, 2007
32007
Divide-and-Conquer Large-Scale Support Vector Classification
M Kugler
Nagoya Institute of Technology, 1-89, 2006
32006
Confident Margin を用いた SVM のための特徴選択手法
青木一真, 黒柳奨, 岩田彰
電子情報通信学会論文誌 D 88 (12), 2291-2300, 2005
32005
A new approach for applying support vector machines in multiclass problems using class groupings and truth tables
M Kugler, H Matsuo, A Iwata
Pacific Rim International Conference on Artificial Intelligence, 1013-1014, 2004
22004
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