IWASA, K., FUJISUMI, T., KUGLER, M., KUROYANAGI, S., IWATA, A., DANNO, M., MIYAJI, M. A Detection System of Approaching and Recognition Sound Source by Pulsed Neuron Model for On-Vehicle Safety Driving Support Device, IEICE Transactions on Information & Systems, vol.J91-D, no.4, pp.1130-1141, April 2008 (Japanese Edition). [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., KUROYANAGI, S., NUGROHO, A. S., IWATA, A. CombNET-III with Nonlinear Gating Network and its Application in Large-Scale Classification Problems, IEICE Transactions on Information & Systems, vol.E91-D, no.2, pp. 286-295, February 2008. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., LOPES, H. S. A Configware Approach for the Implementation of a LVQ Neural Network, International Journal of Computational Intelligence Research, vol.3, no.1, pp. 21-25, January 2007. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., KUROYANAGI, S., NUGROHO, A. S., IWATA, A. CombNET-III: a Support Vector Machine Based Large Scale Classifier with Probabilistic Framework, IEICE Transactions on Information & Systems, vol.E89-D, no.9, pp. 2533-2541, September 2006. [Full Text PDF] [Abstract] [BibTeX]
AOKI, K., KUROYANAGI, S., KUGLER, M., NUGROHO, A. S., IWATA, A. Feature Selection using Confident Margin for Support Vector Machines, IEICE Transactions on Information & Systems, vol.J88-D-II, no.12, pp. 2291-2300, December 2005 (Japanese Edition). [Full Text PDF] [Abstract] [BibTeX]
Conferences
TSUZUKI, H., KUGLER, M., KUROYANAGI, S., IWATA, A. A Novel Approach for Hardware Based Sound Approaching Detection. In: Proceedings of the 17th International Conference on Neural Information Processing, Sydney. Springer Verlag, 2010, Part II, LNCS 6444, pp. 407-414. [Full Text PDF] [Abstract] [BibTeX]
IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. A Multiple Sound Source Recognition System Using Pulsed Neuron Model with Short Term Synaptic Depression. In: Proceedings of the 17th International Conference on Neural Information Processing, Sydney. Springer Verlag, 2010, Part I, LNCS 6443, pp. 74-81. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., HISHIDA, T., KUROYANAGI, S., IWATA, A. A Novel Approach for Hardware Based Sound Localization. In: Proceedings of the International Conference on Artificial Neural Networks, Thessaloniki. Springer Verlag, 2010, Part II, LNCS 6352, pp. 490-499. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., TSUZUKI, H., KUROYANAGI, S., IWATA, A. A Novel Approach for Hardware Based Sound Approaching Detection. In: Proceedings of the 20th Annual Meeting of Japanese Neural Network Society (NEURO2010), Kobe, September 2010. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., BENSO, V., KUROYANAGI, S., IWATA, A. A Novel Approach for Hardware Based Sound Classification. In: Proceedings of the 15th International Conference on Neural Information Processing, Auckland. Springer Verlag, 2009, Part II, LNCS 5507, pp. 859-866. [Full Text PDF] [Abstract] [BibTeX]
IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. A Back-Propagation Training Model for Multilayer Pulsed Neural Networks Using Principle of Duality. In: Proceedings of the 15th International Conference on Neural Information Processing, Auckland. Springer Verlag, 2009, Part II, LNCS 5507, pp. 300-307. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., IWASA, K., BENSO, V., KUROYANAGI, S., IWATA, A. A Complete Hardware Implementation of an Integrated Sound Localization and Classification System Based on Spiking Neural Networks, In: Proceedings of the 14th International Conference on Neural Information Processing, Kitakyushu. Springer Verlag, 2008, Part II, LNCS 4985, pp. 577-587. [Full Text PDF] [Abstract] [BibTeX]
IWASA, K., FUJISUMI, T., KUGLER, M., KUROYANAGI, S., IWATA, A., DANNO, M., MIYAJI, M. The Detection of an Approaching Sound Source using Pulsed Neural Network. In: Proceedings of the 14th International Conference on Neural Information Processing, Kitakyushu. Springer Verlag, 2008, Part I, LNCS 4984, pp. 199-208. [Full Text PDF] [Abstract] [BibTeX]
IWASA, K., INOUE, H., KUGLER, M., KUROYANAGI, S., IWATA, A. Separation and Recognition of Multiple Sound Source Using Pulsed Neuron Model. In: Proceedings of the International Conference on Artificial Neural Networks, Porto. Springer Verlag, 2007, Part II, LNCS 4669, pp. 748-757. [Full Text PDF] [Abstract] [BibTeX]
IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. A Sound Localization and Recognition System using Pulsed Neural Networks on FPGA. In: Proceedings of the International Joint Conference on Neural Networks, Orlando. IEEE Computer Society, 2007, pp. 1252-1257. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., KUROYANAGI, S., NUGROHO, A. S., IWATA, A. CombNET-III: a Support Vector Machine Based Large Scale Classifier with Probabilistic Framework. Proceedings of the 16th Annual Conference of the Japanese Neural Networks Society, Nagoya. Japanese Neural Networks Society, 2006, pp.136-137. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., MIYATANI, T., KUROYANAGI, S., IWATA, A. Non-linear gating network for the large scale classification model CombNET-II. Proceedings of the 14th European Symposium on Artificial Neural Networks, Bruges. D-side Publications, 2006, pp. 203-208. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., AOKI, K., NUGROHO, A. S., KUROYANAGI, S., IWATA, A. Feature Subset Selection for Support Vector Machines using Confident Margin. In: Proceedings of the International Joint Conference on Neural Networks, Montreal. IEEE Computer Society, 2005, pp. 907-912. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., MATSUO, H., IWATA, A. A New Approach for Applying Support Vector Machines in Multiclass Problems Using Class Groupings and Truth Tables. Proceedings of the 8th Pacific Rim International Conference on Artificial Intelligence, Auckland. Springer Verlag, Part IV, LNAI 3157, 2004, pp. 1013-1014. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., TORTATO JR, J., LOPES, H. S. Desenvolvimento de uma rede neural LVQ em linguagem VHDL para aplicações em tempo real. Proceedings of the 6th Brazilian Congress of Neural Networks, São Paulo. FEI, 2003, pp. 103-108. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., MUKAI, I. N., LOPES, H. S., PILLA JUNIOR. V. Reconhecimento de padrões de EEG relacionados a potenciais evocados por foto-estimulação intermitente. Proceedings of the 18th Brazilian Congress of Biomedical Engineering, São José dos Campos. UNIVAP, 2002, pp. 423-426. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., LOPES, H. S. Using a chain of LVQ neural networks for pattern recognition of EEG signals related to intermittent photic-stimulation. Proceedings of the 7th Brazilian Symposium of Neural Networks, Recife. IEEE Computer Society, 2002, pp. 173-177. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., MUKAI, I. N., LOPES, H. S., PILLA JUNIOR. V. Recognition of EEG patterns related to evoked potentials by intermittent photo-stimulation. Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, Las Vegas. CSREA Press, 2001, pp. 344-350. [Full Text PDF] [Abstract] [BibTeX]
Patents
MAURICIO KUGLER (50%), AKIRA IWATA (50%), Sound source identification method and sound source identification device. Patent Number: 2010-79188 (Pending), Applicant: Nagoya Institute of Technology, 2008, Japan. [Reference]
Technical Reports
HIGA, Y., KUGLER, M., KUROYANAGI, S., IWATA, A. Recognition of handwritten sentences using CombNET-III with word class information. IEICE Technical Report NC2010-190, vol. 110, no. 461, pp. 373-378, March 2011. [Full Text PDF] [Abstract] [BibTeX]
KAGA, Y., KUGLER, M., KUROYANAGI, S., IWATA, A. Multiple sounds classification system for hearing impaired people support. IEICE Technical Report NC2010-198, vol. 110, no. 461, pp. 415-420, March 2011. [Full Text PDF] [Abstract] [BibTeX]
HISHIDA, T., KUGLER, M., KUROYANAGI, S., IWATA, A. Sound localization embedded system based on neural networks for hearing impaired people support. IEICE Technical Report NC2010-199, vol. 110, no. 461, pp. 421-426, March 2011. [Full Text PDF] [Abstract] [BibTeX]
UTSUMI, Y., IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. Sound Recognition System for Hearing Impaired People Based on Pulsed Neural Networks. IEICE Technical Report NC2008-104, vol. 108, no. 480, pp. 7-12, March 2009. [Full Text PDF] [Abstract] [BibTeX]
YAMADA, M., IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. A Hearing Information Processing System for Objective Sound Extraction from Multiple Sounds. IEICE Technical Report NC2008-79, vol. 108, no. 372, pp. 37-42, December 2008. [Full Text PDF] [Abstract] [BibTeX]
KIMURA, A., IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. Sound Localization for Eight Directions by Auditory Information Processing System Using the Pulsed Neuron Model. IEICE Technical Report NC2008-78, vol. 108, no. 372, pp. 31-36, December 2008. [Full Text PDF] [Abstract] [BibTeX]
MIYATANI, T., KUGLER, M., KUROYANAGI, S., IWATA, A. Selecting independent feature sets for the branch networks of the large scale classifier CombNET-III. IEICE Technical Report NC2007-173, vol. 107, no. 542, pp. 361-366, March 2008. [Full Text PDF] [Abstract] [BibTeX]
FUJISUMI, T., IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A., NAKAMURA, T., AKITA, T., WATANABE, F., HARAGUCHI, T. Detection of Approaching Vehicles by Sound Information Using Pulsed Neural Networks. IEICE Technical Report NC2007-186, vol. 107, no. 542, pp. 439-444, March 2008. [Full Text PDF] [Abstract] [BibTeX]
LIU, L., KUGLER, M., KUROYANAGI, S., IWATA, A. Probabilistic Outputs for Multiclass Support Vector Machines, IEICE Technical Report NC2007-74, vol. 107, no. 410, pp. 19-24, December 2007. [Full Text PDF] [Abstract] [BibTeX]
TSUBOTA, K., KUGLER, M., NUGROHO, A. S., KUROYANAGI, S., IWATA, A. Split Parameter Optimization for Multiclass Support Vector Machines.IEICE Technical Report NC2006-138, vol. 106, no. 588, pp. 121-126, March 2007. [Full Text PDF] [Abstract] [BibTeX]
OKUI, H., IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. A pitch invariant sound source localization system using pulsed neural networks.IEICE Technical Report NC2006-206, vol. 106, no. 590, pp. 109-114, March 2007. [Full Text PDF] [Abstract] [BibTeX]
KOSE, R., IWASA, K., KUGLER, M., KUROYANAGI, S., IWATA, A. A sound localization system using pulsed neural networks applied to automobiles.IEICE Technical Report NC2006-205, vol. 106, no. 590, pp. 103-108, March 2007. [Full Text PDF] [Abstract] [BibTeX]
KUGLER, M., MIYATANI, T., KUROYANAGI, S., IWATA, A. Non-linear gating network for the large scale classification model CombNET-II.IEICE Technical Report NC2005-87, vol. 105, no. 457, pp. 37-42, December 2005. [Full Text PDF] [Abstract] [BibTeX]
HU, X., KUGLER, M., NUGROHO, A. S., KUROYANAGI, S., IWATA, A. Splitting the Feature Subset Selection of Support Vector Machines.IEICE Technical Report NC2005-87, vol. 105, no. 457, pp. 31-36, December 2005. [Full Text PDF] [Abstract] [BibTeX]
Others
AQUILES, M. A. C., FANCHIN, C. W., KOVALHUK, G., KUGLER, M. Implementation of a Fast Fourier Transform in a Programmable Logic Device.Proceedings of the 7th Seminary of Scientific and Technological Initiation - CEFET-PR, Curitiba. 2002, pp. 69-72. [Full Text PDF] [Abstract] [BibTeX]
IMAY, M. C., MOECKEL, A., KARDUSH, I. A., KUGLER, M. Optimization of Printed Circuit Boards Routing Concerning Electromagnetic Compatibility Rules.Proceedings of the 7th Seminary of Scientific and Technological Initiation - CEFET-PR, Curitiba. 2002, pp. 73-76. [Full Text PDF] [Abstract] [BibTeX]
AQUILES, M. A. C., FANCHIN, C. W., SCHINEIDER, F. K., KUGLER, M. Implementation of a Digital Multiplier in a Programmable Logic Devices using VHDL.Proceedings of the 6th Seminary of Scientific and Technological Initiation - CEFET-PR, Curitiba. 2001, pp. 169-172. [Full Text PDF] [Abstract] [BibTeX]
