Locally balanced inhibition allows for robust learning of input-output associations in feedforward networks with Hebbian plasticity. [PDF]
Cecchini G, Roxin A.
europepmc +1 more source
Nordgren PINNs to VQE: Advancing Hydraulic Fracturing Simulations in Shale Reservoirs
ABSTRACT This study advances hydraulic fracturing simulations in shale reservoirs using two computational paradigms, Physics‐Informed Neural Networks (PINNs) and the Variational Quantum Eigensolver (VQE). PINNs were employed to solve Nordgren's equation, which governs fracture width evolution, by embedding physical laws into the neural network ...
Dennis Delali Kwesi Wayo +7 more
wiley +1 more source
Modeling human visuomotor adaptation with a disturbance observer framework. [PDF]
Sharma G +4 more
europepmc +1 more source
Diagnosis of Portal Hypertension: Advancing Towards Non‐Invasive Solutions
This review systematically summarizes a full spectrum of non‐invasive diagnostic approaches for portal hypertension (PH), including imaging modalities, elastography, serum biomarkers, composite scoring systems and endoscopic ultrasound‐guided portal pressure gradient (EUS‐PPG), and analyzes their performance across different liver disease etiologies ...
Lijia Yin, Huikuan Chu, Ling Yang
wiley +1 more source
Hierarchical recurrent temporal prediction as a model of the mammalian dorsal visual pathway. [PDF]
Klavinskis-Whiting S +2 more
europepmc +1 more source
Feedforward | unChambered is an interactive robotic sound installation that explores how contemporary technological systems shape perception and agency through repetition and self-reference. The work is grounded in a premise drawn from quantum theory: observation is never neutral.
openaire +2 more sources
ABSTRACT Health condition assessment of mechanical systems is essential to ensure their safe and reliable operation. Although AI‐driven diagnostic techniques have advanced significantly with the development of deep learning, the reliability of such techniques is often compromised due to the lack of uncertainty quantification (UQ)—particularly the ...
Guangjun Jiang, Haotian Ouyang, Zifei Xu
wiley +1 more source
Role of fast-spiking interneurons in modulating across-trial variability and within-trial correlations in the striatum. [PDF]
Guo L, Kumar A.
europepmc +1 more source
Sliding Mode Control in Aerospace Applications: A Survey
ABSTRACT Sliding mode control (SMC) enjoys robustness to matched and unmatched (in the case of minimum phase input‐output dynamics) bounded perturbations, and finite time convergence. Second‐order and higher‐order sliding mode control systems (2‐SMC/HOSMC) retain all the advantages of sliding mode control, but in addition can be applied to systems of ...
Yuri Shtessel, Christopher Edwards
wiley +1 more source
Transparency-optimized position-position control for human-scale bilateral teleoperation. [PDF]
Noohian A +3 more
europepmc +1 more source

