Linearizing and Forecasting: A Reservoir Computing Route to Digital Twins of the Brain
A new approach uses simple neural networks to create digital twins of brain activity, capturing how different patterns unfold over time. The method generates and recovers key dynamics even from noisy data. When applied to fMRI, it predicts brain signals and reveals distinctive activity patterns across regions and individuals, opening possibilities for ...
Gabriele Di Antonio +3 more
wiley +1 more source
Sensory Attenuation of Auditory P2 Responses is Modulated by the Sense of Action Timing Control. [PDF]
Han NT +4 more
europepmc +1 more source
Thermal transport in smooth‐interface superlattices is studied using the phonon Wigner transport equation, which captures both particle‐like and wave‐like contributions. A minimum in cross‐plane thermal conductivity emerges with increasing period thickness, signaling a crossover from coherent to incoherent phonon transport.
Jin Yang +3 more
wiley +1 more source
Positive affect increases aperiodic brain activity. [PDF]
Xu X +6 more
europepmc +1 more source
A Perspective on Interactive Theorem Provers in Physics
Into an interactive theorem provers (ITPs), one can write mathematical definitions, theorems and proofs, and the correctness of those results is automatically checked. This perspective goes over the best usage of ITPs within physics and motivates the open‐source community run project PhysLean, the aim of which is to be a library for digitalized physics
Joseph Tooby‐Smith
wiley +1 more source
Modeling nonlinear variable-order fractional chaotic systems using the Caputo-Fabrizio operator and radial basis function neural networks. [PDF]
Sawar S +5 more
europepmc +1 more source
Critical fluctuations and noise spectra in two-dimensional Fe<sub>3</sub>GeTe<sub>2</sub> magnets. [PDF]
Li Y +10 more
europepmc +1 more source
Fractional order effects on solitary waves and chaotic regimes in the mKdV Burgers equation. [PDF]
Islam MA, Rimu NN, Dey P.
europepmc +1 more source
Analysis and secure communication applications of a 4D chaotic system with transcendental nonlinearities. [PDF]
Madani YA +5 more
europepmc +1 more source

