To address the problems of insufficient utilization of multiscale features and inefficient feature sharing between tasks in the model, this study proposes an edge‐enhanced intelligent cervical cancer screening method that achieves feature reuse and improves efficiency by jointly optimizing nucleolus segmentation and lesion classification.
Li Wen +4 more
wiley +1 more source
Increasing temperatures affect thoracic muscle performance in Arctic bumblebees. [PDF]
Woodrow C +5 more
europepmc +1 more source
Securing Generative Artificial Intelligence with Parallel Magnetic Tunnel Junction True Randomness
True random numbers can protect generative artificial intelligence (GAI) models from attacks. A highly parallel, spin‐transfer torque magnetic tunnel junction‐based system is demonstrated that generates high‐quality, energy‐efficient random numbers.
Youwei Bao, Shuhan Yang, Hyunsoo Yang
wiley +1 more source
Growth of <i>Chlorella vulgaris</i> Under Atmospheric CO<sub>2</sub> in Lab-Scale Photobioreactors: Effects of Aeration Rate and Growth Model Comparison. [PDF]
Pavlov VA +3 more
europepmc +1 more source
Numerical stability of a scalar neural-field model with a sigmoidal firing-rate function
Bjørn Mikkel Elle Lepperød
openalex +1 more source
Real‐Time and Rapid Dynamic Missile Identification Utilizing a TiOx Memristor Array
Real‐time missile target identification is demonstrated using an artificial intelligence model based on step‐weighted long–short‐term memory networks and a TiOx memristor array. The approach classifies five projectile types with enhanced early‐stage prediction through data augmentation and custom training strategies. Achieving 94.4% accuracy, the model
Mingyu Kim, Gwanyeong Park, Gunuk Wang
wiley +1 more source
Spatiotemporal Reservoir Computing with a Reconfigurable Multifunctional Memristor Array. [PDF]
Kim S +10 more
europepmc +1 more source
Adaptive Fuzzy Control of Nonlinear Systems with Sigmoidal Membership Functions
Hugang Han, Shuta MURAKAMl
openalex +2 more sources
A Standardized Framework for Elastomer Characterization in Soft Robotics
A unified framework addresses inconsistent elastomer property reporting which limits reproducibility and standardization in soft robotics. Systematic testing of ten elastomers (thermosetting, thermoplastic, and a covalent adaptable network) provides quasielastic mechanical properties, viscoelastic parameters, thermal stability, and processing ...
Ellen Roels +2 more
wiley +1 more source

