Piezoelectric MEMS-based physical reservoir computing system without time-delayed feedback

Development of MEMS-Based Piezoelectric Microvalve Technologies

Time-delayed Feedback Control of the Energy Resource Chaotic System

In this paper, the control of energy resource chaotic system is investigated by timedelayed feedback control (TDFC) method. The controllability and the stability of the equilibriums of the system are verified. Several stabile periodic orbits are got in the numerical simulations, which shows the effectively of TDFC method.

Time-delayed feedback in neurosystems.

The influence of time delay in systems of two coupled excitable neurons is studied in the framework of the FitzHugh-Nagumo model. A time delay can occur in the coupling between neurons or in a self-feedback loop. The stochastic synchronization of instantaneously coupled neurons under the influence of white noise can be deliberately controlled by local time-delayed feedback. By appropriate choic...

Time-Delayed Quantum Feedback Control.

A theory of time-delayed coherent quantum feedback is developed. More specifically, we consider a quantum system coupled to a bosonic reservoir creating a unidirectional feedback loop. It is shown that the dynamics can be mapped onto a fictitious series of cascaded quantum systems, where the system is driven by past versions of itself. The derivation of this model relies on a tensor network rep...

A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron

In this paper we present a unified framework for extreme learning machines and reservoir computing (echo state networks), which can be physically implemented using a single nonlinear neuron subject to delayed feedback. The reservoir is built within the delay-line, employing a number of "virtual" neurons. These virtual neurons receive random projections from the input layer containing the inform...