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Timoleon Moraitis · SciRah

Researcher profile · Semantic Scholar

Timoleon Moraitis

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Timoleon Moraitis — researcher profile on SciRah

h-index: 14
Works: 24
Citations: 1,636

Most-cited papers

Neuromorphic computing with multi-memristive synapses
I. Boybat, M. L. Gallo, S. Nandakumar, Timoleon Moraitis +6 more
2017Nature Communications786 citations Open access
Semantic Scholar
Bridging the Gap: A Reticulo-Propriospinal Detour Bypassing an Incomplete Spinal Cord Injury
L. Filli, Anne K. Engmann, B. Zörner, O. Weinmann +5 more
2014Journal of Neuroscience153 citations Open access
Semantic Scholar
Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks
C. Weilenmann, A. Ziogas, T. Zellweger, K. Portner +5 more
2024Nature Communications122 citations Open access
Semantic Scholar
Phase-change memtransistive synapses for mixed-plasticity neural computations
S. G. Sarwat, B. Kersting, Timoleon Moraitis, V. Jonnalagadda +1 more
2022Nature Nanotechnology122 citations
Semantic Scholar
Hebbian Deep Learning Without Feedback
Adrien Journé, Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis
2022International Conference on Learning Representations96 citations Open access
Semantic Scholar
A Bidirectional Brain-Machine Interface Featuring a Neuromorphic Hardware Decoder
F. Boi, Timoleon Moraitis, V. De Feo, Francesco Diotalevi +3 more
2016Frontiers in Neuroscience81 citations Open access
Semantic Scholar
Chalcogenide optomemristors for multi-factor neuromorphic computation
S. G. Sarwat, Timoleon Moraitis, C. Wright, H. Bhaskaran
2021Nature Communications62 citations Open access
Semantic Scholar
SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks
Timoleon Moraitis, Dmitry Toichkin, Adrien Journé, Yansong Chua +1 more
2021Neuromorph. Comput. Eng.51 citations Open access
Semantic Scholar
On-chip unsupervised learning in winner-take-all networks of spiking neurons
Raphaela Kreiser, Timoleon Moraitis, Yulia Sandamirskaya, G. Indiveri
2017Biomedical Circuits and Systems Conference27 citations Open access
Semantic Scholar
Stochastic weight updates in phase-change memory-based synapses and their influence on artificial neural networks
I. Boybat, M. Le Gallo, Timoleon Moraitis, Y. Leblebici +2 more
2017Prime19 citations
Semantic Scholar
Short-Term Plasticity Neurons Learning to Learn and Forget
Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis
2022International Conference on Machine Learning18 citations Open access
Semantic Scholar
The Role of Short-Term Plasticity in Neuromorphic Learning: Learning from the Timing of Rate-Varying Events with Fatiguing Spike-Timing-Dependent Plasticity
Timoleon Moraitis, A. Sebastian, E. Eleftheriou
2018IEEE Nanotechnology Magazine18 citations
Semantic Scholar
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis
2021International Conference on Learning Representations17 citations
Semantic Scholar
Self-Supervised Learning Through Efference Copies
Franz Scherr, Qinghai Guo, Timoleon Moraitis
2022Neural Information Processing Systems14 citations Open access
Semantic Scholar
Optimality of short-term synaptic plasticity in modelling certain dynamic environments
Timoleon Moraitis, A. Sebastian, E. Eleftheriou
202014 citations
Semantic Scholar
Short-term synaptic plasticity optimally models continuous environments
Timoleon Moraitis, A. Sebastian, E. Eleftheriou
2020arXiv.org12 citations
Semantic Scholar
Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes
Timoleon Moraitis, A. Sebastian, I. Boybat, M. Le Gallo +2 more
2017IEEE International Joint Conference on Neural Network12 citations Open access
Semantic Scholar
Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning
Timoleon Moraitis, A. Sebastian, E. Eleftheriou
2018IEEE International Joint Conference on Neural Network10 citations Open access
Semantic Scholar
Withdrawal of voluntary inhibition unravels the off state of the spontaneous blink generator.
Timoleon Moraitis, Arko Ghosh
2014Neuropsychologia7 citations
Semantic Scholar
File Classification Based on Spiking Neural Networks
Ana Stanojevic, G. Cherubini, Timoleon Moraitis, A. Sebastian
2020International Symposium on Circuits and Systems3 citations Open access
Semantic Scholar
Phase Change Memtransistive Synapse
S. G. Sarwat, B. Kersting, Timoleon Moraitis, V. Jonnalagadda +1 more
20212 citations
Semantic Scholar
An efficient synaptic architecture for artificial neural networks
I. Boybat, M. Le Gallo, S. Nandakumar, Timoleon Moraitis +5 more
2017Non-Volatile Memory Technology Symposium1 citations
Semantic Scholar
Publisher Correction: Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks
C. Weilenmann, A. Ziogas, T. Zellweger, K. Portner +5 more
2024Nature Communications0 citations Open access
Semantic Scholar
Making neuromorphic the main stream of AI
Timoleon Moraitis, Qinghai Guo, Hector Garcia Rodriguez, Franz Scherr +4 more
2023Proceedings of the Neuromorphic Materials, Devices, Circuits and Systems0 citations
Semantic Scholar

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