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Bogdan Penkovsky
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Year
Virtual chimera states for delayed-feedback systems
L Larger, B Penkovsky, Y Maistrenko
Physical review letters 111 (5), 054103, 2013
3682013
Laser chimeras as a paradigm for multistable patterns in complex systems
L Larger, B Penkovsky, Y Maistrenko
Nature communications 6 (1), 7752, 2015
2022015
Tutorial: Photonic neural networks in delay systems
D Brunner, B Penkovsky, BA Marquez, M Jacquot, I Fischer, L Larger
Journal of Applied Physics 124 (15), 2018
1422018
Solitary state at the edge of synchrony in ensembles with attractive and repulsive interactions
Y Maistrenko, B Penkovsky, M Rosenblum
Physical Review E 89 (6), 060901, 2014
1292014
Reservoir computing with biocompatible organic electrochemical networks for brain-inspired biosignal classification
M Cucchi, C Gruener, L Petrauskas, P Steiner, H Tseng, A Fischer, ...
Science Advances 7 (34), eabh0693, 2021
802021
Digital biologically plausible implementation of binarized neural networks with differential hafnium oxide resistive memory arrays
T Hirtzlin, M Bocquet, B Penkovsky, E Vianello, JM Portal, D Querlioz
Frontiers in neuroscience 13, 489982, 2020
652020
Coupled Nonlinear Delay Systems as Deep Convolutional Neural Networks
B Penkovsky, X Porte, M Jacquot, L Larger, D Brunner
Phys. Rev. Lett. 123 (5), 054101, 2019
452019
Stochastic computing for hardware implementation of binarized neural networks
T Hirtzlin, B Penkovsky, M Bocquet, JO Klein, JM Portal, D Querlioz
IEEE Access 7, 76394-76403, 2019
432019
Efficient design of hardware-enabled reservoir computing in FPGAs
B Penkovsky, L Larger, D Brunner
Journal of Applied Physics 124 (16), 2018
352018
Two-dimensional spatiotemporal complexity in dual-delayed nonlinear feedback systems: Chimeras and dissipative solitons
D Brunner, B Penkovsky, R Levchenko, E Schöll, L Larger, Y Maistrenko
Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (10), 2018
292018
Implementing binarized neural networks with magnetoresistive ram without error correction
T Hirtzlin, B Penkovsky, JO Klein, N Locatelli, AF Vincent, M Bocquet, ...
2019 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), 1-5, 2019
192019
Experimental evaluation of digitally verifiable photonic computing for blockchain and cryptocurrency
S Pai, T Park, M Ball, B Penkovsky, M Dubrovsky, N Abebe, ...
Optica 10 (5), 552-560, 2023
122023
In-memory resistive ram implementation of binarized neural networks for medical applications
B Penkovsky, M Bocquet, T Hirtzlin, JO Klein, E Nowak, E Vianello, ...
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 690-695, 2020
102020
Theory and modeling of complex nonlinear delay dynamics applied to neuromorphic computing
B Penkovsky
Université Bourgogne Franche-Comté, 2017
82017
Towards optical proof of work
M Dubrovsky, M Ball, L Kiffer, B Penkovsky
Cryptoeconomic Systems 11, 2020
72020
Hardware-efficient stochastic binary CNN architectures for near-sensor computing
V Parmar, B Penkovsky, D Querlioz, M Suri
Frontiers in Neuroscience 15, 781786, 2022
62022
Lighthash: Experimental evaluation of a photonic cryptocurrency
S Pai, T Park, B Penkovsky, M Milanizadeh, M Ball, M Dubrovsky, ...
2022 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2022
12022
Photonic Blockchain Based on Optical Proof-of-Work
SK Pai, DAB Miller, O Solgaard, S Fan, M Dubrovsky, B Penkovsky, ...
US Patent App. 18/126,436, 2024
2024
Photonic Quantum Computing For Polymer Classification
A Stoyanova, T Hammadia, A Ricou, B Penkovsky
arXiv preprint arXiv:2211.12207, 2022
2022
Wavelength-Division Multiplexed Optical Cryptocurrency
S Pai, N Abebe, M Dubrovsky, RL Hwang, M Karpov, B Penkovsky, ...
2021 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2021
2021
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