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8 Result(s)

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  1. No Access

    Chapter and Conference Paper

    A Novel Approach for Sound Approaching Detection

    The detection of approaching vehicles is a very important topic on the development of complementary traffic safety systems. However, the majority of the proposed approaches are very complex and not suitable fo...

    Hirofumi Tsuzuki, Mauricio Kugler… in Neural Information Processing. Models and … (2010)

  2. No Access

    Chapter and Conference Paper

    A Multiple Sound Source Recognition System Using Pulsed Neuron Model with Short Term Synaptic Depression

    Many applications would emerge from the development of artificial systems able to accurately localize and identify sound sources. However, one of the main difficulties of such kind of system is the natural pre...

    Kaname Iwasa, Mauricio Kugler… in Neural Information Processing. Theory and … (2010)

  3. No Access

    Chapter and Conference Paper

    A Novel Approach for Hardware Based Sound Localization

    Sound localization is an important ability intrinsic to animals, being currently explored by several researches. Even though several systems and implementations have being proposed, the majority is very comple...

    Mauricio Kugler, Takanobu Hishida… in Artificial Neural Networks – ICANN 2010 (2010)

  4. No Access

    Chapter and Conference Paper

    A Back-Propagation Training Method for Multilayer Pulsed Neural Networks Using Principle of Duality

    Pulsed Neuron (PN) model was proposed as one of the simplest models working by pulse trains. PN model has a membrane potential to deal with the temporal information, and the calculation process is inexpensive....

    Kaname Iwasa, Mauricio Kugler… in Advances in Neuro-Information Processing (2009)

  5. No Access

    Chapter and Conference Paper

    A Novel Approach for Hardware Based Sound Classification

    Several applications would emerge from the development of efficient and robust sound classification systems able to identify the nature of non-speech sound sources. This paper proposes a novel approach that co...

    Mauricio Kugler… in Advances in Neuro-Information Processing (2009)

  6. No Access

    Chapter and Conference Paper

    The Detection of an Approaching Sound Source Using Pulsed Neural Network

    Current automobiles’ safety systems based on video cameras and movement sensors fail when objects are out of the line of sight. This paper proposes a system based on pulsed neural networks able to detect if a ...

    Kaname Iwasa, Takeshi Fujisumi, Mauricio Kugler… in Neural Information Processing (2008)

  7. No Access

    Chapter and Conference Paper

    A Complete Hardware Implementation of an Integrated Sound Localization and Classification System Based on Spiking Neural Networks

    Several applications would emerge from the development of artificial systems able to accurately localize and identify sound sources. This paper proposes an integrated sound localization and classification syst...

    Mauricio Kugler, Kaname Iwasa… in Neural Information Processing (2008)

  8. No Access

    Chapter and Conference Paper

    Separation and Recognition of Multiple Sound Source Using Pulsed Neuron Model

    Many applications would emerge from the development of artificial systems able to accurately localize and identify sound sources. However, one of the main difficulties of such kind of system is the natural pre...

    Kaname Iwasa, Hideaki Inoue, Mauricio Kugler… in Artificial Neural Networks – ICANN 2007 (2007)