Evangelos Eleftheriou - Publications, H-index & Citations

Evangelos Eleftheriou

swiss federal institutes of technology domain

54H指数

254论文数

1.7W被引数

收录论文 38

发表时间

Online Spatio-Temporal Learning in Deep Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-11-01

OAAI

Bohnstingl, Thomas; Wozniak, Stanislaw; Pantazi, Angeliki; Eleftheriou, Evangelos

Introducing principles of synaptic integration in the optimization of deep neural networks

NATURE COMMUNICATIONS

IF15.7

2022-04-07

OAAI

Dellaferrera, Giorgia; Wozniak, Stanislaw; Indiveri, Giacomo; Pantazi, Angeliki; Eleftheriou, Evangelos

Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2021-06-01

PREAI

Dazzi, Martino; Sebastian, Abu; Parnell, Thomas; Francese, Pier Andrea; Benini, Luca; Eleftheriou, Evangelos

Memory devices and applications for in-memory computing (vol 15, pg 529, 2020)用于内存计算的内存设备和应用 (第15卷，529页，2020页)

NATURE NANOTECHNOLOGY

IF34.9

2020-07-16

OAAI

Sebastian, Abu; Le Gallo, Manuel; Khaddam-Aljameh, Riduan; Eleftheriou, Evangelos

Deep learning incorporating biologically inspired neural dynamics and in-memory computing

NATURE MACHINE INTELLIGENCE

IF23.9

2020-06-15

113

OAAI

Wozniak, Stanislaw; Pantazi, Angeliki; Bohnstingl, Thomas; Eleftheriou, Evangelos

Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses 具有相变记忆突触的尖峰神经网络中监督学习的实验演示

SCIENTIFIC REPORTS

IF3.9

2020-05-15

OAAI

Nandakumar, S. R.; Boybat, Irem; Le Gallo, Manuel; Eleftheriou, Evangelos; Sebastian, Abu; Rajendran, Bipin

Mixed-Precision Deep Learning Based on Computational Memory 基于计算记忆的混合精度深度学习

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-05-12

OAAI

Nandakumar, S. R.; Le Gallo, Manuel; Piveteau, Christophe; Joshi, Vinay; Mariani, Giovanni; Boybat, Irem; Karunaratne, Geethan; Khaddam-Aljameh, Riduan; Egger, Urs; Petropoulos, Anastasios; Antonakopoulos, Theodore; Rajendran, Bipin; Sebastian, Abu; Eleftheriou, Evangelos

Memory devices and applications for in-memory computing 用于内存计算的内存设备和应用

NATURE NANOTECHNOLOGY

IF34.9

2020-03-30

1.3K

OAAI

Sebastian, Abu; Le Gallo, Manuel; Khaddam-Aljameh, Riduan; Eleftheriou, Evangelos

Low-Power Neuromorphic Hardware for Signal Processing Applications: A review of architectural and system-level design approaches

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2019-11-01

102

OAAI

Rajendran, Bipin; Sebastian, Abu; Schmuker, Michael; Srinivasa, Narayan; Eleftheriou, Evangelos

Learning Algorithms and Signal Processing for Brain-Inspired Computing 脑启发计算的学习算法和信号处理

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2019-11-01

OAAI

Simeone, Osvaldo; Rajendran, Bipin; Gruning, Andre; Eleftheriou, Evangelos S.; Davies, Mike; Deneve, Sophie; Huang, Guang-Bin

Computational phase-change memory: beyond von Neumann computing

JOURNAL OF PHYSICS D-APPLIED PHYSICS

IF3.2

2019-08-20

OAAI

Sebastian, Abu; Le Gallo, Manuel; Eleftheriou, Evangelos

Guest Editorial: Special Issue on New Trends in Smart Chips and Smart Hardware

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2019-02-01

OAAI

Huang, G. -B.; Eleftheriou, E. S.; Kudithipudi, D.; Tapson, J.; Yu, H.

Neuromorphic computing with multi-memristive synapses 具有多忆阻突触的神经形态计算

NATURE COMMUNICATIONS

IF15.7

2018-06-28

613

OAAI

Boybat, Irem; Le Gallo, Manuel; Nandakumar, S. R.; Moraitis, Timoleon; Parnell, Thomas; Tuma, Tomas; Rajendran, Bipin; Leblebici, Yusuf; Sebastian, Abu; Eleftheriou, Evangelos

Mixed-precision in-memory computing

NATURE ELECTRONICS

IF40.9

2018-04-17

319

PREAI

Le Gallo, Manuel; Sebastian, Abu; Mathis, Roland; Manica, Matteo; Giefers, Heiner; Tuma, Tomas; Bekas, Costas; Curioni, Alessandro; Eleftheriou, Evangelos

Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs 具有1m忆阻突触的神经形态结构，用于检测弱相关输入

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2017-11-01

PREAI

Wozniak, Stanislaw; Pantazi, Angeliki; Sidler, Severin; Papandreou, Nikolaos; Leblebici, Yusuf; Eleftheriou, Evangelos

Temporal correlation detection using computational phase-change memory

NATURE COMMUNICATIONS

IF15.7

2017-10-24

206

OAAI

Sebastian, Abu; Tuma, Tomas; Papandreou, Nikolaos; Le Gallo, Manuel; Kull, Lukas; Parnell, Thomas; Eleftheriou, Evangelos

Recent Progress in Phase-Change Memory Technology 相变存储器技术的最新进展

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2016-06-01

326

PREAI

Burr, Geoffrey W.; Brightsky, Matthew J.; Sebastian, Abu; Cheng, Huai-Yu; Wu, Jau-Yi; Kim, Sangbum; Sosa, Norma E.; Papandreou, Nikolaos; Lung, Hsiang-Lan; Pozidis, Haralampos; Eleftheriou, Evangelos; Lam, Chung H.

Stochastic phase-change neurons

NATURE NANOTECHNOLOGY

IF34.9

2016-05-16

892

PREAI

Tuma, Tomas; Pantazi, Angeliki; Le Gallo, Manuel; Sebastian, Abu; Eleftheriou, Evangelos

Multilevel-Cell Phase-Change Memory: A Viable Technology 多单元相变存储器: 一种可行的技术

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2016-03-01

120

PREAI

Athmanathan, Aravinthan; Stanisavljevic, Milos; Papandreou, Nikolaos; Pozidis, Haralampos; Eleftheriou, Evangelos

Oxygenated amorphous carbon for resistive memory applications

NATURE COMMUNICATIONS

IF15.7

2015-10-23

OAAI

Santini, Claudia A.; Sebastian, Abu; Marchiori, Chiara; Jonnalagadda, Vara Prasad; Dellmann, Laurent; Koelmans, Wabe W.; Rossell, Marta D.; Rossel, Christophe P.; Eleftheriou, Evangelos

研究方向