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2020 – today
- 2022
[i10]Sunil Pai, Taewon Park, Marshall Ball
, Bogdan Penkovsky, Maziyar Milanizadeh, Michael Dubrovsky, Nathnael Abebe, Francesco Morichetti, Andrea Melloni, Shanhui Fan, Olav Solgaard, David A. B. Miller:
Experimental evaluation of digitally-verifiable photonic computing for blockchain and cryptocurrency. CoRR abs/2205.08512 (2022)- [i9]Alexandrina Stoyanova, Taha Hammadia, Arno Ricou, Bogdan Penkovsky:
Photonic Quantum Computing For Polymer Classification. CoRR abs/2211.12207 (2022) - 2021
- [i8]Daniel Brunner, Bogdan Penkovsky, Bicky A. Marquez, M. Jaquot, I. Fischer, Laurent Larger:
Tutorial: Photonic Neural Networks in Delay Systems. CoRR abs/2111.03332 (2021) - 2020
- [c2]Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. DATE 2020: 690-695 - [i7]Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. CoRR abs/2006.11595 (2020)
2010 – 2019
- 2019
- [j1]Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz:
Stochastic Computing for Hardware Implementation of Binarized Neural Networks. IEEE Access 7: 76394-76403 (2019) - [c1]Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz:
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. NANOARCH 2019: 1-5 - [i6]Bogdan Penkovsky, Xavier Porte, Maxime Jacquot, Laurent Larger, Daniel Brunner:
Coupled nonlinear delay systems as deep convolutional neural networks. CoRR abs/1902.05608 (2019) - [i5]Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz:
Stochastic Computing for Hardware Implementation of Binarized Neural Networks. CoRR abs/1906.00915 (2019) - [i4]Tifenn Hirtzlin, Marc Bocquet, Bogdan Penkovsky, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays. CoRR abs/1908.04066 (2019) - [i3]Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz:
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. CoRR abs/1908.04085 (2019) - [i2]Michael Dubrovsky, Marshall Ball, Bogdan Penkovsky:
Optical Proof of Work. CoRR abs/1911.05193 (2019) - 2018
- [i1]Bogdan Penkovsky, Laurent Larger, Daniel Brunner:
Efficient Design of Hardware-Enabled Recurrent Neural Networks. CoRR abs/1805.03033 (2018) - 2017
- [b1]Bogdan Penkovsky:
Theory and Modeling of Complex Nonlinear Delay Dynamics Applied to Neuromorphic Computing. (Théorie et Modélisation de la Complexité des Dynamiques Non Linéaires à Retard, Application au Calcul Neuromorphique). University of Burgundy - Franche-Comté, France, 2017
Coauthor Index
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