Optoelectronic reservoir computing Y Paquot, F Duport, A Smerieri, J Dambre, B Schrauwen, M Haelterman, ... Scientific reports 2 (1), 287, 2012 | 938 | 2012 |
All-optical reservoir computing F Duport, B Schneider, A Smerieri, M Haelterman, S Massar Optics express 20 (20), 22783-22795, 2012 | 535 | 2012 |
High-performance photonic reservoir computer based on a coherently driven passive cavity Q Vinckier, F Duport, A Smerieri, K Vandoorne, P Bienstman, ... Optica 2 (5), 438-446, 2015 | 263 | 2015 |
Fully analogue photonic reservoir computer F Duport, A Smerieri, A Akrout, M Haelterman, S Massar Scientific reports 6 (1), 22381, 2016 | 216 | 2016 |
All-optical reservoir computer based on saturation of absorption A Dejonckheere, F Duport, A Smerieri, L Fang, JL Oudar, M Haelterman, ... Optics express 22 (9), 10868-10881, 2014 | 174 | 2014 |
Optimization of an organic memristor as an adaptive memory element T Berzina, A Smerieri, M Bernabò, A Pucci, G Ruggeri, V Erokhin, ... Journal of Applied Physics 105 (12), 2009 | 170 | 2009 |
Material memristive device circuits with synaptic plasticity: learning and memory V Erokhin, T Berzina, P Camorani, A Smerieri, D Vavoulis, J Feng, ... BioNanoScience 1, 24-30, 2011 | 114 | 2011 |
Online training of an opto-electronic reservoir computer applied to real-time channel equalization P Antonik, F Duport, M Hermans, A Smerieri, M Haelterman, S Massar IEEE Transactions on Neural Networks and Learning Systems 28 (11), 2686-2698, 2016 | 90 | 2016 |
Bio-inspired adaptive networks based on organic memristors V Erokhin, T Berzina, A Smerieri, P Camorani, S Erokhina, MP Fontana Nano Communication Networks 1 (2), 108-117, 2010 | 60 | 2010 |
Polymeric electrochemical element for adaptive networks: Pulse mode A Smerieri, T Berzina, V Erokhin, MP Fontana Journal of Applied Physics 104 (11), 2008 | 57 | 2008 |
A functional polymeric material based on hybrid electrochemically controlled junctions A Smerieri, T Berzina, V Erokhin, MP Fontana Materials Science and Engineering: C 28 (1), 18-22, 2008 | 50 | 2008 |
Analog readout for optical reservoir computers A Smerieri, F Duport, Y Paquot, B Schrauwen, M Haelterman, S Massar Advances in neural information processing systems 25, 2012 | 45 | 2012 |
FPGA implementation of reservoir computing with online learning P Antonik, A Smerieri, F Duport, M Haelterman, S Massar 24th Belgian-Dutch Conference on Machine Learning, 99, 2015 | 38 | 2015 |
Virtualization of a photonic reservoir computer F Duport, A Smerieri, A Akrout, M Haelterman, S Massar Journal of lightwave technology 34 (9), 2085-2091, 2016 | 33 | 2016 |
Role of the solid electrolyte composition on the performance of a polymeric memristor T Berzina, A Smerieri, G Ruggeri, V Erokhin, MP Fontana Materials Science and Engineering: C 30 (3), 407-411, 2010 | 33 | 2010 |
Origin of current oscillations in a polymeric electrochemically controlled element A Smerieri, V Erokhin, MP Fontana Journal of Applied Physics 103 (9), 2008 | 31 | 2008 |
Decision time, slow inhibition, and theta rhythm A Smerieri, ET Rolls, J Feng Journal of Neuroscience 30 (42), 14173-14181, 2010 | 28 | 2010 |
Doping-Induced Conductivity Transitions in Molecular Layers of Polyaniline: Detailed Structural Study L Cristofolini, MP Fontana, O Konovalov, T Berzina, A Smerieri Langmuir Letter 25 (21), 12429-34, 2009 | 26* | 2009 |
Equalization of the non-linear satellite communication channel with an echo state network M Bauduin, A Smerieri, S Massar, F Horlin 2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 1-5, 2015 | 22 | 2015 |
Analog input layer for optical reservoir computers F Duport, A Akrout, A Smerieri, M Haelterman, S Massar arXiv preprint arXiv:1406.3238, 2014 | 15 | 2014 |