Publications

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. Reservoir computing with biocompatible organic electrochemical networks for brain-inspired biosignal classification. Science Advances, 2021.

PDF Project Publication IEEE Spectrum

. In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. At DATE, 2020.

Preprint Project Publication

. Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays. In Front. Neurosci., 2020.

Preprint PDF Project Project Publication

. Coupled Nonlinear Delay Systems As Deep Convolutional Neural Networks. In PRL, 2019.

Preprint Project Publication

. Stochastic Computing for Hardware Implementation of Binarized Neural Networks. IEEE Access, 2019.

Preprint PDF Project

. Efficient Design of Hardware-Enabled Reservoir Computing in FPGAs. JAP, 2018.

Project

. Tutorial: Photonic Neural Networks in Delay Systems. JAP, 2018.

Project Publication

. Spatio-temporal complexity in dual delay nonlinear laser dynamics: chimeras and dissipative solitons. Chaos, 2018.

Preprint Project Project

. Laser chimeras as a paradigm for multistable patterns in complex systems. In Nat. Commun., 2015.

PDF Project

. Virtual Chimera States for Delayed-Feedback Systems. In PRL, 2013.

Preprint Project