Advanced Science, EarlyView.WS2‐based in‐memory sensing reservoir computing integrates sensing, memory, and computation in one compact device. It achieves ∼94% N‐MNIST, ∼93% eye motion perception, and ∼89% speech recognition with ultra‐low energy (∼25.5 fJ/spike). The system shows stability at 95% humidity, endurance over 1.5M cycles, and supports synaptic plasticity, enabling ...
Dayanand Kumar +9 more
wiley +1 more source
Uncertainty-Aware Remaining Useful Life Prediction via Synergizing TCN-Transformer Networks and Fractional Brownian Motion. [PDF]
Entropy (Basel)Geng Y, Yu T, Liu Y, Zhao J.
europepmc +1 more source
Inhibitory Decay and Supercritical Brain Dynamics During Sleep Deprivation
Advanced Science, EarlyView.Sleep deprivation progressively shifts human brain dynamics from near‐critical toward supercritical states, as revealed by neuronal avalanche analysis of resting‐state fMRI. These changes track subjective sleep pressure rather than vigilance lapses and show marked network heterogeneity. A circuit model suggests that reduced inhibitory efficacy provides
Dai Zhang +6 more
wiley +1 more source
A comment on: 'Development of Linear Interpolation System for SMK model parameters Evaluated from Cellular-scale simulation (LISMEC) and its application to BNCT dosimetry'. [PDF]
J Radiat ResMahida K, Jagtap SR.
europepmc +1 more source
Backbone‐Length‐Optimized Inhibitors Deliver Long‐Retention Selectivity in Area‐Selective ALD of VO2
Advanced Science, EarlyView.Area‐selective VO2 ALD is found to depend critically on inhibitor backbone length, which governs physisorption, chemisorption stability, and packing efficiency in a coupled manner. An intermediate backbone‐length achieves the best long‐retention selectivity, establishing a chemically and geometrically grounded design principle for small‐molecule ...
Hae Lin Yang +9 more
wiley +1 more source
Dynamic properties of an SARS-CoV-2 epidemic model via stochastic PINNs. [PDF]
Infect Dis ModelXie L, Yang J, Li Z.
europepmc +1 more source
Correction: The Emergence of Turing Instability and Pattern Formation in a Nonlinear Stochastic Spatiotemporal Epidemic Model with Reinfections. [PDF]
Acta BiotheorSingh AK +3 more
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Signal-to-noise ratio enhancement for MEMS resonant sensors with potential barrier adjustable stochastic resonance. [PDF]
Microsyst NanoengWu J, Zhou G.
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Silent spreaders: optimal control of asymptomatic cholera transmission through adaptive stochastic modeling. [PDF]
Sci RepWelu HT +4 more
europepmc +1 more source