Timoleon Moraitis
Timoleon Moraitis
Huawei - 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
2872018
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
1122014
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
362016
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
192017
On-chip unsupervised learning in winner-take-all networks of spiking neurons.
R Kreiser, T Moraitis, Y Sandamirskaya, G Indiveri
BioCAS, 1-4, 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
92018
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
92017
Withdrawal of voluntary inhibition unravels the off state of the spontaneous blink generator
T Moraitis, A Ghosh
Neuropsychologia 65, 279-286, 2014
82014
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
Neuromorphic synapses
WW Koelmans, T Moraitis, A Sebastian
US Patent App. 15/686,870, 2019
22019
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
22018
Short-term synaptic plasticity optimally models continuous environments
T Moraitis, A Sebastian, E Eleftheriou
arXiv preprint arXiv:2009.06808, 2020
12020
Elastic-Centroid Based Clustering
T Moraitis, A Sebastian
US Patent App. 16/563,811, 2021
2021
Multi-variables processing neurons and unsupervised multi-timescale learning for spiking neural networks
T Moraitis, A Sebastian
US Patent App. 16/210,203, 2020
2020
Probability propagation over factor graphs
G Cherubini, T Moraitis, A Sebastian
US Patent App. 16/123,940, 2020
2020
Managing datasets of a cognitive storage system with a spiking neural network
G Cherubini, T Moraitis, A Sebastian, V Venkatesan
US Patent App. 16/015,897, 2019
2019
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. 16/380,177, 2019
2019
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. 15/590,530, 2018
2018
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
2018
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
2017
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Articles 1–20