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). - Bogdan Penkovsky (2017)

Efficient Design of Hardware-Enabled Recurrent Neural Networks. - Bogdan Penkovsky; Laurent Larger; Daniel Brunner (CoRR, 2018)

Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. - Tifenn Hirtzlin; Bogdan Penkovsky; Jacques-Olivier Klein; Nicolas Locatelli; Adrien F. Vincent; Marc Bocquet; Jean-Michel Portal; Damien Querlioz (NANOARCH, 2019)

Stochastic Computing for Hardware Implementation of Binarized Neural Networks. - Tifenn Hirtzlin; Bogdan Penkovsky; Marc Bocquet; Jacques-Olivier Klein; Jean-Michel Portal; Damien Querlioz (IEEE Access, 2019)

Coupled nonlinear delay systems as deep convolutional neural networks. - Bogdan Penkovsky; Xavier Porte; Maxime Jacquot; Laurent Larger; Daniel Brunner (CoRR, 2019)

Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays. - Tifenn Hirtzlin; Marc Bocquet; Bogdan Penkovsky; Jacques-Olivier Klein; Etienne Nowak; Elisa Vianello; Jean-Michel Portal; Damien Querlioz (CoRR, 2019)

Optical Proof of Work. - Michael Dubrovsky; Marshall Ball; Bogdan Penkovsky (CoRR, 2019)

In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. - Bogdan Penkovsky; Marc Bocquet; Tifenn Hirtzlin; Jacques-Olivier Klein; Etienne Nowak; Elisa Vianello; Jean-Michel Portal; Damien Querlioz (DATE, 2020)

Tutorial: Photonic Neural Networks in Delay Systems. - Daniel Brunner; Bogdan Penkovsky; Bicky A. Marquez; M. Jaquot; Ingo Fischer; Laurent Larger (CoRR, 2021)

Experimental evaluation of digitally-verifiable photonic computing for blockchain and cryptocurrency. - 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 (CoRR, 2022)

Photonic Quantum Computing For Polymer Classification. - Alexandrina Stoyanova; Taha Hammadia; Arno Ricou; Bogdan Penkovsky (CoRR, 2022)