Timoleon Moraitis

21 papers A* 4B 2C 1Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Single Neuromorphic Memristor closely Emulates Multiple Synaptic Mechanisms for Energy Efficient Neural Networks. CoRR Christoph Weilenmann, Alexandros Nikolaos Ziogas, Till Zellweger, Kevin Portner, Marko Mladenovic, Manasa Kaniselvan, Timoleon Moraitis, Mathieu Luisier, Alexandros Emboras
2023	A*	`conf`	Hebbian Deep Learning Without Feedback. ICLR Adrien Journé, Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis
2022	J	`jnl`	Hebbian Deep Learning Without Feedback. CoRR Adrien Journé, Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis
2022	A*	`conf`	Self-Supervised Learning Through Efference Copies. NeurIPS Franz Scherr, Qinghai Guo, Timoleon Moraitis
2022	J	`jnl`	Self-Supervised Learning Through Efference Copies. CoRR Franz Scherr, Qinghai Guo, Timoleon Moraitis
2022	A*	`conf`	Short-Term Plasticity Neurons Learning to Learn and Forget. ICML Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis
2022	J	`jnl`	Short-Term Plasticity Neurons Learning to Learn and Forget. CoRR Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis
2022	J	`jnl`	SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks. Neuromorph. Comput. Eng. Timoleon Moraitis, Dmitry Toichkin, Adrien Journé, Yansong Chua, Qinghai Guo
2022	A*	`conf`	Spike-inspired rank coding for fast and accurate recurrent neural networks. ICLR Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis
2021	J	`jnl`	Chalcogenide optomemristors for multi-factor neuromorphic computation. CoRR Syed Ghazi Sarwat, Timoleon Moraitis, C. David Wright, Harish Bhaskaran
2021	J	`jnl`	SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks. CoRR Timoleon Moraitis, Dmitry Toichkin, Yansong Chua, Qinghai Guo
2021	J	`jnl`	Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks. CoRR Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis
2020	C	`conf`	File Classification Based on Spiking Neural Networks. ISCAS Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
2020	J	`jnl`	File Classification Based on Spiking Neural Networks. CoRR Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
2020	J	`jnl`	Short-term synaptic plasticity optimally models continuous environments. CoRR Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou
2018	B	`conf`	Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning. IJCNN Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou
2017	—	`conf`	An efficient synaptic architecture for artificial neural networks. NVMTS Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou
2017	J	`jnl`	Fatiguing STDP: Learning from Spike-Timing Codes in the Presence of Rate Codes. CoRR Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou
2017	B	`conf`	Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes. IJCNN Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou
2017	J	`jnl`	Neuromorphic computing with multi-memristive synapses. CoRR Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Thomas P. Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou
2017	—	`conf`	On-chip unsupervised learning in winner-take-all networks of spiking neurons. BioCAS Raphaela Kreiser, Timoleon Moraitis, Yulia Sandamirskaya, Giacomo Indiveri