Photonic delay systems have revolutionized the hardware implementation of Recurrent Neural Networks and Reservoir Computing in particular. The fundamental principles of …
Random numbers are widely used for information security, cryptography, stochastic modeling, and quantum simulations. Key technical challenges for physical random number …
Microwave photonic approaches for the generation of microwave signals have attracted substantial attention in recent years, thanks to the significant advantages brought by …
R Sakuraba, K Iwakawa, K Kanno, A Uchida - Optics express, 2015 - opg.optica.org
We experimentally demonstrate fast physical random bit generation from bandwidth- enhanced chaos by using three-cascaded semiconductor lasers. The bandwidth-enhanced …
YK Chembo - Chaos: An Interdisciplinary Journal of Nonlinear …, 2020 - pubs.aip.org
The concept of reservoir computing emerged from a specific machine learning paradigm characterized by a three-layered architecture (input, reservoir, and output), where only the …
This paper reports the experimental investigation of two different approaches to random bit generation based on the chaotic dynamics of a semiconductor laser with optical feedback …
Z Hua, Y Zhou - IEEE transactions on cybernetics, 2015 - ieeexplore.ieee.org
This paper proposes a general framework of 1-D chaotic maps called the dynamic parameter-control chaotic system (DPCCS). It has a simple but effective structure that uses …
Abstract Machine learning (ML) and neuromorphic computing have been enforcing problem- solving in many applications. Such approaches found fertile ground in optical …
A Wang, L Wang, P Li, Y Wang - Optics Express, 2017 - opg.optica.org
Chaotic external-cavity semiconductor laser (ECL) is a promising entropy source for generation of high-speed physical random bits or digital keys. The rate and randomness is …