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Timoleon Moraitis
Timoleon Moraitis
Group Leader, Huawei Technologies - Zurich Research Center
Verified email at huawei.com
Title
Cited by
Cited by
Year
Neuromorphic computing with multi-memristive synapses
I Boybat, M Le Gallo, SR Nandakumar, T Moraitis, T Parnell, T Tuma, ...
Nature communications 9 (1), 1-12, 2018
4492018
Bridging the gap: a reticulo-propriospinal detour bypassing an incomplete spinal cord injury
L Filli, AK Engmann, B Zörner, O Weinmann, T Moraitis, M Gullo, ...
Journal of Neuroscience 34 (40), 13399-13410, 2014
1432014
A bidirectional brain-machine interface featuring a neuromorphic hardware decoder
F Boi, T Moraitis, V De Feo, F Diotalevi, C Bartolozzi, G Indiveri, A Vato
Frontiers in neuroscience 10, 563, 2016
562016
Stochastic weight updates in phase-change memory-based synapses and their influence on artificial neural networks
I Boybat, M Le Gallo, T Moraitis, Y Leblebici, A Sebastian, E Eleftheriou
2017 13th Conference on Ph. D. Research in Microelectronics and Electronics …, 2017
212017
On-chip unsupervised learning in winner-take-all networks of spiking neurons
R Kreiser, T Moraitis, Y Sandamirskaya, G Indiveri
BioCAS, 1-4, 2017
182017
Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes
T Moraitis, A Sebastian, I Boybat, M Le Gallo, T Tuma, E Eleftheriou
2017 International Joint Conference on Neural Networks (IJCNN), 1823-1830, 2017
132017
The role of short-term plasticity in neuromorphic learning: Learning from the timing of rate-varying events with fatiguing spike-timing-dependent plasticity
T Moraitis, A Sebastian, E Eleftheriou
IEEE Nanotechnology Magazine 12 (3), 45-53, 2018
112018
Withdrawal of voluntary inhibition unravels the off state of the spontaneous blink generator
T Moraitis, A Ghosh
Neuropsychologia 65, 279-286, 2014
82014
Optimality of short-term synaptic plasticity in modelling certain dynamic environments
T Moraitis, A Sebastian, E Eleftheriou
arXiv preprint arXiv:2009.06808, 2020
7*2020
Neuromorphic synapses
WW Koelmans, T Moraitis, A Sebastian
US Patent 11,308,382, 2022
32022
Stdp with synaptic fatigue for learning of spike-time-coded patterns in the presence of parallel rate-coding
WW Koelmans, T Moraitis, A Sebastian, T Tuma
US Patent App. 15/888,127, 2018
3*2018
Spiking neural networks enable two-dimensional neurons and unsupervised multi-timescale learning
T Moraitis, A Sebastian, E Eleftheriou
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
32018
Phase-change memtransistive synapses for mixed-plasticity neural computations
SG Sarwat, B Kersting, T Moraitis, VP Jonnalagadda, A Sebastian
Nature Nanotechnology 17 (5), 507-513, 2022
2*2022
File classification based on spiking neural networks
A Stanojevic, G Cherubini, T Moraitis, A Sebastian
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
22020
An efficient synaptic architecture for artificial neural networks
I Boybat, M Le Gallo, SR Nandakumar, T Moraitis, T Tuma, B Rajendran, ...
2017 17th Non-Volatile Memory Technology Symposium (NVMTS), 1-4, 2017
12017
Multi-variables processing neurons and unsupervised multi-timescale learning for spiking neural networks
T Moraitis, A Sebastian
US Patent 11,354,572, 2022
2022
Multi-terminal neuromorphic device
GS Syed, A Sebastian, T Moraitis, B Kersting
US Patent App. 17/094,708, 2022
2022
Chalcogenide optomemristors for multi-factor neuromorphic computation
SG Sarwat, T Moraitis, CD Wright, H Bhaskaran
Nature communications 13 (1), 1-9, 2022
2022
Probability propagation over factor graphs
G Cherubini, T Moraitis, A Sebastian
US Patent 11,200,484, 2021
2021
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
A Jeffares, Q Guo, P Stenetorp, T Moraitis
ICLR 2022; arXiv:2110.02865, 2021
2021
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