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Lyes Khacef

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TDE-3: An improved prior for optical flow computation in spiking neural networks

Feb 18, 2024
Matthew Yedutenko, Federico Paredes-Valles, Lyes Khacef, Guido C. H. E. De Croon

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Low-power event-based face detection with asynchronous neuromorphic hardware

Dec 21, 2023
Caterina Caccavella, Federico Paredes-Vallés, Marco Cannici, Lyes Khacef

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NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking

Apr 15, 2023
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander Bohte, Younes Bouhadjar, Sonia Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos Michmizos, Dylan Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayca Ozcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Sun Pao-Sheng, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine Schuman, Jae-sun Seo, Sadique Sheik, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi

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ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware

Jan 24, 2023
Fernando M. Quintana, Fernando Perez-Peña, Pedro L. Galindo, Emre O. Neftci, Elisabetta Chicca, Lyes Khacef

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A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons

Jan 24, 2023
Mattias Nilsson, Ton Juny Pina, Lyes Khacef, Foteini Liwicki, Elisabetta Chicca, Fredrik Sandin

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Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition

Nov 14, 2022
Mohamed Sadek Bouanane, Dalila Cherifi, Elisabetta Chicca, Lyes Khacef

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Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits

Sep 30, 2022
Lyes Khacef, Philipp Klein, Matteo Cartiglia, Arianna Rubino, Giacomo Indiveri, Elisabetta Chicca

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Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware

May 30, 2022
Simon F Muller-Cleve, Vittorio Fra, Lyes Khacef, Alejandro Pequeno-Zurro, Daniel Klepatsch, Evelina Forno, Diego G Ivanovich, Shavika Rastogi, Gianvito Urgese, Friedemann Zenke, Chiara Bartolozzi

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A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models

Jan 06, 2022
Artem R. Muliukov, Laurent Rodriguez, Benoit Miramond, Lyes Khacef, Joachim Schmidt, Quentin Berthet, Andres Upegui

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