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Author

Timoleon Moraitis

Observed name: Moraitis, Timoleon
ORCID: 0000-0002-6521-0717
Observed ORCID: 0000-0002-6521-0717
OpenAlex ID: A5068706250
Neuromorphic computing with multi-memristive synapses
2018 · Irem Boybat, Manuel Le Gallo, et al. · Nature Communications · 891
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Bridging the Gap: A Reticulo-Propriospinal Detour Bypassing an Incomplete Spinal Cord Injury
2014 · Linard Filli, Anne Katrin Engmann, et al. · Journal of Neuroscience · 171
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Phase-change memtransistive synapses for mixed-plasticity neural computations
2022 · Syed Ghazi Sarwat, Benedikt Kersting, et al. · Nature Nanotechnology · 137
Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks
2024 · Christoph Weilenmann, Alexandros Nikolaos Ziogas, et al. · Nature Communications · 115
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A Bidirectional Brain-Machine Interface Featuring a Neuromorphic Hardware Decoder
2016 · Fabio Boi, Timoleon Moraitis, et al. · Frontiers in Neuroscience · 96
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Chalcogenide optomemristors for multi-factor neuromorphic computation
2022 · Syed Ghazi Sarwat, Timoleon Moraitis, et al. · Nature Communications · 65
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SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks
2022 · Timoleon Moraitis, Dmitry Toichkin, et al. · Neuromorphic Computing and Engineering · 29
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On-chip unsupervised learning in winner-take-all networks of spiking neurons
2017 · Raphaela Kreiser, Timoleon Moraitis, et al. · IEEE Biomedical Circuits and Systems Conference (BioCAS) · 26
The Role of Short-Term Plasticity in Neuromorphic Learning: Learning from the Timing of Rate-Varying Events with Fatiguing Spike-Timing-Dependent Plasticity
2018 · Timoleon Moraitis, Abu Sebastian, et al. · IEEE Nanotechnology Magazine · 21
Stochastic weight updates in phase-change memory-based synapses and their influence on artificial neural networks
2017 · Irem Boybat, Manuel Le Gallo, et al. · Conference on Ph.D. Research in Microelectronics and Electronics · 20
Hebbian Deep Learning Without Feedback
2022 · Journé, Adrien, Rodriguez, Hector Garcia, et al. · arXiv (Cornell University) · 17
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Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes
2017 · Timoleon Moraitis, Abu Sebastian, et al. · International Joint Conference on Neural Networks (IJCNN) · 10
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Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
2021 · Jeffares, Alan, Guo, Qinghai, et al. · arXiv (Cornell University) · 8
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Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning
2018 · Timoleon Moraitis, Abu Sebastian, et al. · International Joint Conference on Neural Networks (IJCNN) · 8
Short-Term Plasticity Neurons Learning to Learn and Forget
2022 · Rodriguez, Hector Garcia, Guo, Qinghai, et al. · arXiv (Cornell University) · 6
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Short-term synaptic plasticity optimally models continuous environments.
2020 · Timoleon Moraitis, Abu Sebastian, et al. · arXiv (Cornell University) · 6
Self-Supervised Learning Through Efference Copies
2022 · Franz Scherr, Qinghai Guo, et al. · neural information processing systems · 5
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Optimality of short-term synaptic plasticity in modelling certain dynamic environments
2020 · Moraitis, Timoleon, Sebastian, Abu, et al. · arXiv (Cornell University) · 5
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Withdrawal of voluntary inhibition unravels the off state of the spontaneous blink generator
2014 · Timoleon Moraitis, Arko Ghosh · Neuropsychologia · 5
File Classification Based on Spiking Neural Networks
2020 · Ana Stanojevic, Giovanni Cherubini, et al. · IEEE International Symposium on Circuits and Systems proceedings · 4
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An efficient synaptic architecture for artificial neural networks
2017 · Irem Boybat, Manuel Le Gallo, et al. · Non-Volatile Memory Technology Symposium · 3
Phase Change Memtransistive Synapse
2021 · Sarwat, Syed Ghazi, Kersting, Benedikt, et al. · arXiv (Cornell University) · 2
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Publisher Correction: Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks
2024 · Christoph Weilenmann, Alexandros Nikolaos Ziogas, et al. · Nature Communications
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Single Neuromorphic Memristor closely Emulates Multiple Synaptic Mechanisms for Energy Efficient Neural Networks
2024 · Weilenmann, Christoph, Ziogas, Alexandros, et al. · arXiv (Cornell University)
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Making neuromorphic the main stream of AI
2023 · Timoleon Moraitis, Qinghai Guo, et al. · Neuromorphic Materials, Devices, Circuits and Systems (NeuMatDeCaS)
Works count: 30
Citation count: 1,650
H-index: 11
I10-index: 12
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