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Sadique Sheik
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Reservoir computing compensates slow response of chemosensor arrays exposed to fast varying gas concentrations in continuous monitoring
J Fonollosa, S Sheik, R Huerta, S Marco
Sensors and Actuators B: Chemical 215, 618-629, 2015
2742015
Optimizing the energy consumption of spiking neural networks for neuromorphic applications
M Sorbaro, Q Liu, M Bortone, S Sheik
Frontiers in neuroscience 14, 662, 2020
892020
Fast classification using sparsely active spiking networks
H Mostafa, BU Pedroni, S Sheik, G Cauwenberghs
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
722017
Spike-based dynamic computing with asynchronous sensing-computing neuromorphic chip
M Yao, O Richter, G Zhao, N Qiao, Y Xing, D Wang, T Hu, W Fang, ...
Nature Communications 15 (1), 4464, 2024
462024
Neural and synaptic array transceiver: A brain-inspired computing framework for embedded learning
G Detorakis, S Sheik, C Augustine, S Paul, BU Pedroni, N Dutt, J Krichmar, ...
Frontiers in neuroscience 12, 583, 2018
362018
Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays
S Sheik, E Chicca, G Indiveri
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-6, 2012
342012
Emergent auditory feature tuning in a real-time neuromorphic VLSI system
S Sheik, M Coath, G Indiveri, SL Denham, T Wennekers, E Chicca
Frontiers in Neuromorphic Engineering, 2012
332012
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
JE Pedersen, S Abreu, M Jobst, G Lenz, V Fra, FC Bauer, DR Muir, ...
Nature Communications 15 (1), 8122, 2024
322024
PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems
F Stefanini, EO Neftci, S Sheik, G Indiveri
Frontiers in neuroinformatics 8, 73, 2014
302014
Memory-efficient synaptic connectivity for spike-timing-dependent plasticity
BU Pedroni, S Joshi, SR Deiss, S Sheik, G Detorakis, S Paul, C Augustine, ...
Frontiers in neuroscience 13, 357, 2019
292019
Spatio-temporal spike pattern classification in neuromorphic systems
S Sheik, M Pfeiffer, F Stefanini, G Indiveri
Biomimetic and Biohybrid Systems: Second International Conference, Living …, 2013
282013
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
arXiv 2023, 2304.04640 v2, 2023
262023
Live demonstration: face recognition on an ultra-low power event-driven convolutional neural network asic
Q Liu, O Richter, C Nielsen, S Sheik, G Indiveri, N Qiao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
242019
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
J Yik, K Van den Berghe, D den Blanken, Y Bouhadjar, M Fabre, ...
Nature Communications 16 (1), 1545, 2025
212025
Post synaptic potential-based learning rule
C Augustine, S Paul, SUA Sheik, MM Khellah
US Patent 10,878,313, 2020
212020
Technologies for memory management of neural networks with sparse connectivity
S Paul, C Augustine, MM Khellah, SUA Sheik
US Patent 10,635,968, 2020
202020
Forward table-based presynaptic event-triggered spike-timing-dependent plasticity
BU Pedroni, S Sheik, S Joshi, G Detorakis, S Paul, C Augustine, E Neftci, ...
2016 IEEE Biomedical Circuits and Systems Conference (BioCAS), 580-583, 2016
202016
A model of stimulus-specific adaptation in neuromorphic analog VLSI
R Mill, S Sheik, G Indiveri, SL Denham
IEEE transactions on biomedical circuits and systems 5 (5), 413-419, 2011
202011
Systematic configuration and automatic tuning of neuromorphic systems
S Sheik, F Stefanini, E Neftci, E Chicca, G Indiveri
2011 IEEE International Symposium of Circuits and Systems (ISCAS), 873-876, 2011
202011
Exodus: Stable and efficient training of spiking neural networks
FC Bauer, G Lenz, S Haghighatshoar, S Sheik
Frontiers in Neuroscience 17, 1110444, 2023
192023
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Artikelen 1–20