Suchergebnisse - [INFO.INFO-NE] Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]

BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification von Appriou, Aurélien, Pillette, Léa, Trocellier, David, Dutartre, Dan, Cichocki, Andrzej, Lotte, Fabien

“… Research on brain–computer interfaces (BCIs) has become more democratic in recent decades, and experiments using electroencephalography (EEG …”
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Section focused on machine learning methods for high-level cognitive capabilities in robotics von Inamura, Tetsunari, Yokoyama, Hiroki, Ugur, Emre, Hinaut, Xavier, Beetze, Michael, Taniguchi, Tadahiro

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Neural Networks based Speed-Torque Estimators for Induction Motors and Performance Metrics von Verma, Sagar, Henwood, Nicolas, Castella, Marc, Jebai, Al Kassem, Pesquet, Jean-Christophe

“… This paper focuses on the quantitative analysis of deep neural networks used in data-driven modeling of induction motor dynamics …”
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Individual adaptation and social attributes in a handshake robot with CPG control von Yamasaki, Kakeru, Tomohiro, Shibata, Henaff, Patrick

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OCR17: Ground Truth and Models for 17th c. French Prints (and hopefully more) von Gabay, Simon, Clérice, Thibault, Reul, Christian

“… Machine learning begins with machine teaching: in the following paper, we present the data that we have prepared to kick-start the training of reliable OCR …”
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Mapping VHR Water Depth, Seabed and Land Cover Using Google Earth Data von Collin, Antoine, Nadaoka, Kazuo, Nakamura, Takashi

“… Google Earth (GE) provides very high resolution (VHR) natural-colored (red-green-blue, RGB) images based on commercial spaceborne sensors over worldwide …”
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Bridging Ridge-to-Reef Patches: Seamless Classification of the Coast Using Very High Resolution Satellite von Collin, Antoine, Archambault, Philippe, Planes, Serge

“… The structure and functioning of coral reef coastal zones are currently coping with an increasing variety of threats, thereby altering the coastal spatial …”
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Mapping the Socio-Economic and Ecological Resilience of Japanese Coral Reefscapes across a Decade von Collin, Antoine, Nadaoka, Kazuo, Bernardo, Lawrence

“… Shallow coral reefs threatened by climate change must be spatio-temporally analyzed in terms of their protection of coastal human populations. This study …”
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Spatial location and ecological content of support vectors in an SVM classification of tropical vegetation von Pouteau, Robin, Collin, Antoine

“… The Support Vector Machines (SVM) are increasingly far-reaching in remotely sensed data classification. As supervised classifiers, the SVM output depends on …”
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Recurrent neural network-based fault detector for aileron failures of aircraft von Yoshikawa, Nobuyuki, Belkhir, Nacim, Suzuki, Sinji

“… This paper empirically investigate the design of a fault detection mechanism based on Long Short Term Memory (LSTM) neural network …”
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Using MAP-Elites to Optimize Self-Assembling Behaviors in a Swarm of Bio-micro-robots von Cazenille, Leo, Bredeche, Nicolas, Aubert-Kato, Nathanael

“… We are interested in programming a swarm of molecular robots that can perform self-assembly to form specific shapes at a specific location. Programming such …”
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Modeling reef health from upstream socio-ecological components using GIS and RS von Pouteau, Robin, Collin, Antoine, Archambault, Philippe, Stoll, Benoit

“… Ecological services provided by coral reefs are threatened by complex dynamics of global and local drivers. Fostering an appropriate management at local scale …”
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