Device Stochasticity Directly Implements Bayesian Sampling in Spiking Neurons
Brain‐inspired stochastic spiking turns device noise into Bayesian uncertainty for robust, low‐power neuromorphic computing. ABSTRACT Device stochasticity is considered a non‐ideality in neuromorphic hardware, although stochastic neural activity supports probabilistic computation in biological systems.
Huannan Zheng, Jingli Liu, Kezhou Yang
wiley +1 more source
Participants' experiences with and perceptions of a digital health intervention to reduce sugar-sweetened beverage intake: A mixed methods summative evaluation of iSIPsmarter". [PDF]
Porter KJ +6 more
europepmc +1 more source
In this work, we show that multisensory integration in autistic children is characterized by attenuated ERP responses and α‐band desynchronization, together with reduced theta‐band communication between parieto‐occipital and frontal regions. The intermediate neural profile observed in unaffected siblings raises the possibility that altered cortical ...
Theo Vanneau +3 more
wiley +1 more source
Accelerating High‐Fidelity Airfoil Design via Physics‐Informed Video Diffusion Model
Physics‐informed video diffusion enables rapid inverse aerodynamic design by mapping target lift‐to‐drag response to airfoil geometries and full‐field flow distributions. Trained on 53 400 DNS samples, the model achieves over 90% fidelity with ∼30 s inference, while experimentally realized propeller designs demonstrate a practical pathway from ...
Yifeng Ai +9 more
wiley +1 more source
La valutazione sommativa di tipo soggettivo. Una valutazione adeguata all’approccio per competenze
Thanks to the commitment of specialists in the didactic and pedagogical fields, especially in the last decade, the scientific arena is witnessing a diversity of contributions, particularly in the area of evaluation.
Soumia Bellakhdar
doaj
Virtual reality vs. Manikin based training on emergency life saving basic rescue skills: a summative evaluation. [PDF]
Al Turki S +16 more
europepmc +1 more source
Dynamic Supercooled Crystal–Gels for Ultrafast, Reversible Mechanical Adaptative Materials
A dynamic supercooled crystal–gel mimics starfish tissue by storing non‐equilibrium energy in a metastable liquid. A gentle touch triggers templated crystallization, producing a 2596‐fold stiffness increase with negligible volume change. The lattice disintegrates reversibly under humidity or warmth.
Yuesong Lv +9 more
wiley +1 more source
Co-Designing and Evaluating a Multimodal Digital Application to Enable People With Dementia to Self-Report Quality of Life Patient-Reported Outcome Measures: Co-Design Study and Summative Evaluation. [PDF]
Kernaghan D +3 more
europepmc +1 more source
Conformal Reconfigurable Intelligent Surfaces: A Cylindrical Geometry Perspective
Cylindrical reconfigurable intelligent surfaces are explored for low‐complexity beam steering using one‐bit meta‐atoms. A multi‐level modeling approach, including optimization‐based synthesis, demonstrates that even minimal hardware can support directive scattering.
Filippo Pepe +4 more
wiley +1 more source
User experience evaluation of Cogscreen for screening mild cognitive impairment: Formative and summative evaluation. [PDF]
Hwang E +9 more
europepmc +1 more source

