no code implementations • 7 Dec 2022 • Connor Bybee, Denis Kleyko, Dmitri E. Nikonov, Amir Khosrowshahi, Bruno A. Olshausen, Friedrich T. Sommer
A prominent approach to solving combinatorial optimization problems on parallel hardware is Ising machines, i. e., hardware implementations of networks of interacting binary spin variables.
no code implementations • 2 Mar 2022 • Denis Kleyko, Connor Bybee, Christopher J. Kymn, Bruno A. Olshausen, Amir Khosrowshahi, Dmitri E. Nikonov, Friedrich T. Sommer, E. Paxon Frady
In this paper, we present an approach to integer factorization using distributed representations formed with Vector Symbolic Architectures.
no code implementations • 4 Dec 2020 • Chia-Sheng Hsu, Sou-Chi Chang, Dmitri E. Nikonov, Ian A. Young, Azad Naeemi
By introducing the dielectric (DE) leakage and interfacial trapped charges, our simulations of the hysteresis loops are in a strong agreement with the experimental measurements, suggesting the existence of an interfacial oxide layer at the FE-metal interface in metal-ferroelectric-metal (MFM) capacitors.
Applied Physics
no code implementations • 15 Sep 2014 • Dmitri E. Nikonov, Ian A. Young, George I. Bourianoff
A coupled oscillator array is shown to approximate convolutions with Gabor filters for image processing tasks.