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Timoleon Moraitis
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2020 – today
- 2024
- [i11]Christoph Weilenmann, Alexandros Nikolaos Ziogas, Till Zellweger, Kevin Portner, Marko Mladenovic, Manasa Kaniselvan, Timoleon Moraitis, Mathieu Luisier, Alexandros Emboras:
Single Neuromorphic Memristor closely Emulates Multiple Synaptic Mechanisms for Energy Efficient Neural Networks. CoRR abs/2402.16628 (2024) - 2023
- [c9]Adrien Journé, Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis:
Hebbian Deep Learning Without Feedback. ICLR 2023 - 2022
- [j1]Timoleon Moraitis, Dmitry Toichkin, Adrien Journé, Yansong Chua, Qinghai Guo:
SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks. Neuromorph. Comput. Eng. 2(4): 44017 (2022) - [c8]Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis:
Spike-inspired rank coding for fast and accurate recurrent neural networks. ICLR 2022 - [c7]Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis:
Short-Term Plasticity Neurons Learning to Learn and Forget. ICML 2022: 18704-18722 - [c6]Franz Scherr, Qinghai Guo, Timoleon Moraitis:
Self-Supervised Learning Through Efference Copies. NeurIPS 2022 - [i10]Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis:
Short-Term Plasticity Neurons Learning to Learn and Forget. CoRR abs/2206.14048 (2022) - [i9]Adrien Journé, Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis:
Hebbian Deep Learning Without Feedback. CoRR abs/2209.11883 (2022) - [i8]Franz Scherr, Qinghai Guo, Timoleon Moraitis:
Self-Supervised Learning Through Efference Copies. CoRR abs/2210.09224 (2022) - 2021
- [i7]Syed Ghazi Sarwat, Timoleon Moraitis, C. David Wright, Harish Bhaskaran:
Chalcogenide optomemristors for multi-factor neuromorphic computation. CoRR abs/2107.00915 (2021) - [i6]Timoleon Moraitis, Dmitry Toichkin, Yansong Chua, Qinghai Guo:
SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks. CoRR abs/2107.05747 (2021) - [i5]Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis:
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks. CoRR abs/2110.02865 (2021) - 2020
- [c5]Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian:
File Classification Based on Spiking Neural Networks. ISCAS 2020: 1-5 - [i4]Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian:
File Classification Based on Spiking Neural Networks. CoRR abs/2004.03953 (2020) - [i3]Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou:
Short-term synaptic plasticity optimally models continuous environments. CoRR abs/2009.06808 (2020)
2010 – 2019
- 2018
- [c4]Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou:
Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning. IJCNN 2018: 1-8 - 2017
- [c3]Raphaela Kreiser, Timoleon Moraitis, Yulia Sandamirskaya, Giacomo Indiveri:
On-chip unsupervised learning in winner-take-all networks of spiking neurons. BioCAS 2017: 1-4 - [c2]Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou:
Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes. IJCNN 2017: 1823-1830 - [c1]Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou:
An efficient synaptic architecture for artificial neural networks. NVMTS 2017: 1-4 - [i2]Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou:
Fatiguing STDP: Learning from Spike-Timing Codes in the Presence of Rate Codes. CoRR abs/1706.05563 (2017) - [i1]Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Thomas P. Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou:
Neuromorphic computing with multi-memristive synapses. CoRR abs/1711.06507 (2017)
Coauthor Index
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last updated on 2024-07-25 20:24 CEST by the dblp team
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