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pro vyhledávání: '"Wood, Sean"'
The Keyword Spotting (KWS) task involves continuous audio stream monitoring to detect predefined words, requiring low energy devices for continuous processing. Neuromorphic devices effectively address this energy challenge. However, the general neuro
Externí odkaz:
http://arxiv.org/abs/2408.05156
Spiking neural networks (SNN) are able to learn spatiotemporal features while using less energy, especially on neuromorphic hardware. The most widely used spiking neuron in deep learning is the Leaky Integrate and Fire (LIF) neuron. LIF neurons opera
Externí odkaz:
http://arxiv.org/abs/2306.12666
Autor:
Drolet, Philippe, Dawant, Raphaël, Yon, Victor, Mouny, Pierre-Antoine, Valdenaire, Matthieu, Zapata, Javier Arias, Gliech, Pierre, Wood, Sean U. N., Ecoffey, Serge, Alibart, Fabien, Beilliard, Yann, Drouin, Dominique
Passive resistive random access memory (ReRAM) crossbar arrays, a promising emerging technology used for analog matrix-vector multiplications, are far superior to their active (1T1R) counterparts in terms of the integration density. However, current
Externí odkaz:
http://arxiv.org/abs/2305.18495
Spiking Neural Networks (SNN) are known to be very effective for neuromorphic processor implementations, achieving orders of magnitude improvements in energy efficiency and computational latency over traditional deep learning approaches. Comparable a
Externí odkaz:
http://arxiv.org/abs/2207.07073
Autor:
Banville, Hubert, Wood, Sean U. N., Aimone, Chris, Engemann, Denis-Alexander, Gramfort, Alexandre
Building machine learning models using EEG recorded outside of the laboratory setting requires methods robust to noisy data and randomly missing channels. This need is particularly great when working with sparse EEG montages (1-6 channels), often enc
Externí odkaz:
http://arxiv.org/abs/2105.12916
Vision to audition substitution devices are designed to convey visual information through auditory input. The acceptance of such systems depends heavily on their ease of use, training time, reliability and on the amount of coverage of online auditory
Externí odkaz:
http://arxiv.org/abs/2010.09041
Autor:
Wood, Sean U. N., Rouat, Jean
In this paper, we present RT-GCC-NMF: a real-time (RT), two-channel blind speech enhancement algorithm that combines the non-negative matrix factorization (NMF) dictionary learning algorithm with the generalized cross-correlation (GCC) spatial locali
Externí odkaz:
http://arxiv.org/abs/1904.03130
Autor:
Wood, Sean
Le phénomène du cocktail party fait référence à notre remarquable capacité à nous concentrer sur une seule voix dans des environnements bruyants. Dans cette thèse, nous concevons, implémentons et évaluons une approche computationn
Externí odkaz:
http://hdl.handle.net/11143/11905
Autor:
Mancas, Matei, Frisson, Christian, Tilmanne, Joëlle, d'Alessandro, Nicolas, Barborka, Petr, Bayansar, Furkan, Bernard, Francisco, Fiebrink, Rebecca, Heloir, Alexis, Hemery, Edgar, Laraba, Sohaib, Moinet, Alexis, Nunnari, Fabrizio, Ravet, Thierry, Reboursière, Loïc, Sarasua, Alvaro, Tits, Mickaël, Tits, Noé, Zajéga, François, Alborno, Paolo, Kolykhalova, Ksenia, Frid, Emma, Malafronte, Damiano, Veld, Lisanne Huis in't, Cakmak, Hüseyin, Haddad, Kevin El, Riche, Nicolas, Leroy, Julien, Marighetto, Pierre, Türker, Bekir Berker, Khaki, Hossein, Pulisci, Roberto, Gilmartin, Emer, Haider, Fasih, Cengiz, Kübra, Sulir, Martin, Torre, Ilaria, Marzban, Shabbir, Yazıcı, Ramazan, Bâgcı, Furkan Burak, Kılı, Vedat Gazi, Sezer, Hilal, Yenge, Sena Büsra, Delestage, Charles-Alexandre, Leleu-Merviel, Sylvie, Meyer-Chemenska, Muriel, Schmitt, Daniel, Yvart, Willy, Dupont, Stéphane, Altiok, Ozan Can, Bumin, Aysegül, Dikmen, Ceren, Giangreco, Ivan, Heller, Silvan, Külah, Emre, Pironkov, Gueorgui, Rossetto, Luca, Sahillioglu, Yusuf, Schuldt, Heiko, Seddati, Omar, Setinkaya, Yusuf, Sezgin, Metin, Tanase, Claudiu, Toyan, Emre, Wood, Sean, Yeke, Doguhan, Rocca, Françcois, De Deken, Pierre-Henri, Bandrabur, Alessandra, Grisard, Fabien, Jean-Caurant, Axel, Courboulay, Vincent, Madhkour, Radhwan Ben, Moreau, Ambroise
The 11th Summer Workshop on Multimodal Interfaces eNTERFACE 2015 was hosted by the Numediart Institute of Creative Technologies of the University of Mons from August 10th to September 2015. During the four weeks, students and researchers from all ove
Externí odkaz:
http://arxiv.org/abs/1801.06349
Autor:
Banville, Hubert, Wood, Sean U.N., Aimone, Chris, Engemann, Denis-Alexander, Gramfort, Alexandre
Publikováno v:
In NeuroImage 1 May 2022 251
