Near‐infrared reservoir computing system has been realized by using α‐In2Se3 optoelectronic device with concise device and algorithm architecture, achieving high accuracy near 100% and noise robustness in face recognition tasks. These findings demonstrate 2D ferroelectric device‐based optoelectronic RC system as a compact and efficient computing ...
Wenyu Songlu+15 more
wiley +1 more source
Modeling and Analysis of Mixed Traffic Flow Considering Driver Stochasticity and CAV Connectivity Uncertainty. [PDF]
Zeng Q, Hao S, Zhao N, Liu R.
europepmc +1 more source
A Novel Semi‐Automated Pipeline for Optimizing 3D‐Printed Drug Formulations
A novel, semi‐automated deep learning and differential evolution pipeline designed for generating medicines for 3D‐printed medicines is introduced. This pipeline successfully generates a diverse range of drug formulations with an 80% printing success rate and 92% accuracy in predicting printing parameters.
Youssef Abdalla+8 more
wiley +1 more source
Legendre based neural networks integrated with heuristic algorithms for the analysis of Lorenz chaotic model: an intelligent and comparative study. [PDF]
Masood K+5 more
europepmc +1 more source
The first biometric framework to harness dynamic time warping (DTW) for single‐channel diaphragmatic surface electromyography authentication via post‐hoc alignment is presented. By optimally warping deep–normal–deep breath cycles, DTW achieves perfect genuine–impostor separation (equal error rates = 0%), while a parallel adaptive neuro‐fuzzy inference ...
Beyza Eraslan+2 more
wiley +1 more source
Two Types of Temporal Symmetry in the Laws of Nature. [PDF]
Klimenko AY.
europepmc +1 more source
Reconfigurable Haptic Feedback: Comprehensive Design and Control Framework
Herein, a modular framework is presented for designing and controlling soft robotic haptic devices capable of shape and stiffness modulation. These reconfigurable modules enable adaptable tactile feedback for virtual reality and assistive rehabilitation. Two use cases are demonstrated and it is shown how minimal sensing, combined with machine learning,
Serhat Demirtas+3 more
wiley +1 more source
Methods in quantitative biology-from analysis of single-cell microscopy images to inference of predictive models for stochastic gene expression. [PDF]
Aguilera LU+13 more
europepmc +1 more source
Anchoring Morphological Representations Unlocks Latent Proprioception in Soft Robots
The authors present ProSoRo, a proprioceptive soft robot that anchors morphological states to a single internal reference frame and employs a multimodal variational autoencoder for crossmodal inference, revealing latent proprioception that enables accurate force and shape estimation, interpretable morphing primitives, robust sim‐to‐real transfer, and ...
Xudong Han+4 more
wiley +1 more source
Learning Physics Informed Neural ODEs with Partial Measurements. [PDF]
Ghanem P+5 more
europepmc +1 more source