Mauricio Kugler

Orcid: 0000-0003-4241-7165

According to our database1, Mauricio Kugler authored at least 23 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2019
Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation.
Int. J. Comput. Assist. Radiol. Surg., 2019

2018
Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

2017
The Impact of Memory Dependency on Precision Forecast - An Analysis on Different Types of Time Series Databases.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

2016
Real-Time Hardware Implementation of a Sound Recognition System with In-Field Learning.
IEICE Trans. Inf. Syst., 2016

Design of a Compact Sound Localization Device on a Stand-Alone FPGA-Based Platform.
IEICE Trans. Inf. Syst., 2016

2013
An Approach for Sound Source Localization by Complex-Valued Neural Network.
IEICE Trans. Inf. Syst., 2013

2011
Testing Predictive Properties of Efficient Coding Models with Synthetic Signals Modulated in Frequency.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010
A Novel Approach for Sound Approaching Detection.
Proceedings of the Neural Information Processing. Models and Applications, 2010

A Multiple Sound Source Recognition System Using Pulsed Neuron Model with Short Term Synaptic Depression.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

A Novel Approach for Hardware Based Sound Localization.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2008
CombNET-III with Nonlinear Gating Network and Its Application in Large-Scale Classification Problems.
IEICE Trans. Inf. Syst., 2008

A Novel Approach for Hardware Based Sound Classification.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Back-Propagation Training Method for Multilayer Pulsed Neural Networks Using Principle of Duality.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
A Sound Localization and Recognition System using Pulsed Neural Networks on FPGA.
Proceedings of the International Joint Conference on Neural Networks, 2007

A Complete Hardware Implementation of an Integrated Sound Localization and Classification System Based on Spiking Neural Networks.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

The Detection of an Approaching Sound Source Using Pulsed Neural Network.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Separation and Recognition of Multiple Sound Source Using Pulsed Neuron Model.
Proceedings of the Artificial Neural Networks, 2007

2006
CombNET-III: A Support Vector Machine Based Large Scale Classifier with Probabilistic Framework.
IEICE Trans. Inf. Syst., 2006

Non-linear gating network for the large scale classification model CombNET-II.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2004
A New Approach for Applying Support Vector Machines in Multiclass Problems Using Class Groupings and Truth Tables.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

2002
Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002


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