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Timoleon Moraitis
Timoleon Moraitis
Druga imenaTimos Moraitis
Zurich, Switzerland
Preverjeni e-poštni naslov na huawei.com - Domača stran
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Leto
Neuromorphic computing with multi-memristive synapses
I Boybat, M Le Gallo, SR Nandakumar, T Moraitis, T Parnell, T Tuma, ...
Nature communications 9 (1), 2514, 2018
8002018
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
1952014
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
982016
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
912022
Hebbian deep learning without feedback
A Journé, HG Rodriguez, Q Guo, T Moraitis
ICLR 2023 (Notable top 25%), 2022
592022
Chalcogenide optomemristors for multi-factor neuromorphic computation
SG Sarwat, T Moraitis, CD Wright, H Bhaskaran
Nature communications 13 (1), 2247, 2022
492022
On-chip unsupervised learning in winner-take-all networks of spiking neurons
R Kreiser, T Moraitis, Y Sandamirskaya, G Indiveri
BioCAS, 1-4, 2017
282017
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
282017
Softhebb: Bayesian inference in unsupervised hebbian soft winner-take-all networks
T Moraitis, D Toichkin, A Journé, Y Chua, Q Guo
Neuromorphic Computing and Engineering 2 (4), 044017, 2022
262022
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
A Jeffares, Q Guo, P Stenetorp, T Moraitis
ICLR 2022 (Spotlight), 2021
212021
Optimality of short-term synaptic plasticity in modelling certain dynamic environments
T Moraitis, A Sebastian, E Eleftheriou
arXiv preprint arXiv:2009.06808, 2020
21*2020
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
172018
Managing datasets of a cognitive storage system with a spiking neural network
G Cherubini, T Moraitis, A Sebastian, V Venkatesan
US Patent 11,823,038, 2023
152023
Short-Term Plasticity Neurons Learning to Learn and Forget
HG Rodriguez, Q Guo, T Moraitis
ICML 2022 - Proceedings of the 39th International Conference on Machine …, 2022
132022
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
Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks
C Weilenmann, AN Ziogas, T Zellweger, K Portner, M Mladenović, ...
Nature Communications 15 (1), 6898, 2024
122024
Self-Supervised Learning Through Efference Copies
F Scherr, Q Guo, T Moraitis
NeurIPS 2022 (Neural Information Processing Systems), 2022
112022
Neuromorphic synapses
WW Koelmans, T Moraitis, A Sebastian
US Patent 11,308,382, 2022
112022
Withdrawal of voluntary inhibition unravels the off state of the spontaneous blink generator
T Moraitis, A Ghosh
Neuropsychologia 65, 279-286, 2014
92014
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
82018
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