GroundAI

@mech.t.u

Dec 24, 2019

Adaptation and Self-Organizing Systems

Disordered Systems and Neural Networks

Machine Learning

Neural and Evolutionary Computation

The ability of discrete-time nonlinear recurrent neural networks to store time-varying small input signals is investigated by mean-field theory. The …

Jun 16, 2020

Machine Learning

Chaotic Dynamics

Quantum reservoir computing (QRC) is an emerging paradigm for harnessing the natural dynamics of quantum systems as computational resources that can …

Mar 13, 2018

Quantum reservoir computing provides a framework for exploiting the natural dynamics of quantum systems as a computational resource. It can implement…

Sep 01, 2020

Machine Learning

Encoding classical inputs into quantum states is considered a quantum feature map to map classical data into a quantum Hilbert space. This feature ma…

Feb 27, 2008

Soft Condensed Matter

We study a continuum model of the lipid bilayer based on minimizing the free energy of a mixture of water and lipid molecules. This paper extends pre…

@mech.t.u

Optimal short-term memory before the edge of chaos in driven random …

Higher-Order Quantum Reservoir Computing

Boosting computational power through spatial multiplexing in quantum …

Universal Approximation Property of Quantum Feature Map

The lipid bilayer at the mesoscale: a physical continuum model

@mech.t.u

Optimal short-term memory before the edge of chaos in driven random …

Higher-Order Quantum Reservoir Computing

Boosting computational power through spatial multiplexing in quantum …

Universal Approximation Property of Quantum Feature Map

The lipid bilayer at the mesoscale: a physical continuum model

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