Optimizing the Energy Consumption of Spiking Neural Networks for Neuromorphic Applications
Sorbaro, Martino, Liu, Qian, Bortone, Massimo, Sheik, Sadique
Published in Frontiers in neuroscience (30.06.2020)
Published in Frontiers in neuroscience (30.06.2020)
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Journal Article
Chip-In-Loop SNN Proxy Learning: a new method for efficient training of spiking neural networks
Liu, Yuhang, Liu, Tingyu, Hu, Yalun, Liao, Wei, Xing, Yannan, Sheik, Sadique, Qiao, Ning
Published in Frontiers in neuroscience (04.01.2024)
Published in Frontiers in neuroscience (04.01.2024)
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Journal Article
EXODUS: Stable and efficient training of spiking neural networks
Bauer, Felix C, Lenz, Gregor, Haghighatshoar, Saeid, Sheik, Sadique
Published in Frontiers in neuroscience (08.02.2023)
Published in Frontiers in neuroscience (08.02.2023)
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Journal Article
Adversarial attacks on spiking convolutional neural networks for event-based vision
Büchel, Julian, Lenz, Gregor, Hu, Yalun, Sheik, Sadique, Sorbaro, Martino
Published in Frontiers in neuroscience (22.12.2022)
Published in Frontiers in neuroscience (22.12.2022)
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Journal Article
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
Pedersen, Jens E, Abreu, Steven, Jobst, Matthias, Lenz, Gregor, Fra, Vittorio, Bauer, Felix Christian, Muir, Dylan Richard, Zhou, Peng, Vogginger, Bernhard, Heckel, Kade, Urgese, Gianvito, Shankar, Sadasivan, Stewart, Terrence C, Sheik, Sadique, Eshraghian, Jason K
Published in Nature communications (16.09.2024)
Published in Nature communications (16.09.2024)
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Journal Article
Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip
Yao, Man, Richter, Ole, Zhao, Guangshe, Qiao, Ning, Xing, Yannan, Wang, Dingheng, Hu, Tianxiang, Fang, Wei, Demirci, Tugba, De Marchi, Michele, Deng, Lei, Yan, Tianyi, Nielsen, Carsten, Sheik, Sadique, Wu, Chenxi, Tian, Yonghong, Xu, Bo, Li, Guoqi
Published in Nature communications (25.05.2024)
Published in Nature communications (25.05.2024)
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Journal Article
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning
Detorakis, Georgios, Sheik, Sadique, Augustine, Charles, Paul, Somnath, Pedroni, Bruno U, Dutt, Nikil, Krichmar, Jeffrey, Cauwenberghs, Gert, Neftci, Emre
Published in Frontiers in neuroscience (29.08.2018)
Published in Frontiers in neuroscience (29.08.2018)
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Journal Article
Memory-Efficient Synaptic Connectivity for Spike-Timing- Dependent Plasticity
Pedroni, Bruno U, Joshi, Siddharth, Deiss, Stephen R, Sheik, Sadique, Detorakis, Georgios, Paul, Somnath, Augustine, Charles, Neftci, Emre O, Cauwenberghs, Gert
Published in Frontiers in neuroscience (24.04.2019)
Published in Frontiers in neuroscience (24.04.2019)
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Journal Article
Fast classification using sparsely active spiking networks
Mostafa, Hesham, Pedroni, Bruno U., Sheik, Sadique, Cauwenberghs, Gert
Published in 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2017)
Published in 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2017)
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Conference Proceeding
Editorial: Synaptic Plasticity for Neuromorphic Systems
Mayr, Christian G, Sheik, Sadique, Bartolozzi, Chiara, Chicca, Elisabetta
Published in Frontiers in neuroscience (19.05.2016)
Published in Frontiers in neuroscience (19.05.2016)
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Journal Article
Continuous Prediction in Chemoresistive Gas Sensors Using Reservoir Computing
Sheik, Sadique, Marco, Santiago, Huerta, Ramón, Fonollosa, Jordi
Published in Procedia engineering (2014)
Published in Procedia engineering (2014)
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Journal Article
A robust sound perception model suitable for neuromorphic implementation
Coath, Martin, Sheik, Sadique, Chicca, Elisabetta, Indiveri, Giacomo, Denham, Susan L, Wennekers, Thomas
Published in Frontiers in neuroscience (17.01.2014)
Published in Frontiers in neuroscience (17.01.2014)
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Journal Article