Factorization machine with iterative quantum reverse annealing (FMIRA) leverages quantum reverse annealing to perform batch black‐box optimization. Factorization machine with quantum annealing (FMQA) is a widely used python package for solving black‐box optimization problems using D‐Wave quantum annealers.
Andrejs Tučs, Ryo Tamura, Koji Tsuda
wiley +1 more source
Environmental Variability Shapes Life-History Trade-Offs Within and Between Populations of a Long-Lived Seabird. [PDF]
Mohring B +13 more
europepmc +1 more source
The authors develop a deep learning model for real‐time tracking of wound progression. The deep learning framework maps the nonlinear evolution of a time series of images to a latent space, where they learn a linear representation of the dynamics. The linear model is interpretable and suitable for applications in feedback control.
Fan Lu +11 more
wiley +1 more source
A novel 1D powered Chebyshev quadratic map-based image encryption using dynamic permutation-diffusion. [PDF]
Sarra B, Sun H, Dua M, Dua S, Dhingra D.
europepmc +1 more source
Parametric Analysis of Spiking Neurons in 16 nm Fin Field‐Effect Transistor Technology
Energy efficient computing has driven a shift toward brain‐inspired neuromorphic hardware. This study explores the design of three distinct silicon neuron topologies implemented in 16 nm fin field‐Effect transistor technology. While the Axon‐Hillock design achieves gigahertz throughput, its functional fragility persists. The Morris–Lecar model captures
Logan Larsh +3 more
wiley +1 more source
Hybrid Quantum-Classical Algorithm for Robust Optimization via Stochastic-Gradient Online Learning. [PDF]
Lim D, Doriguello JF, Rebentrost P.
europepmc +1 more source
Quantitative phase maps of single cells recorded in flow cytometry modality feed a hierarchical architecture of machine learning models for the label‐free identification of subtypes of ovarian cancer. The employment of a priori clinical information improves the classification performance, thus emulating the clinical application of liquid biopsy during ...
Daniele Pirone +11 more
wiley +1 more source
Thermal performance of <i>Wolffia globosa</i> under climate change: heatwaves impair population growth. [PDF]
Cuddington K +6 more
europepmc +1 more source
Directional and disruptive selection in populations structured by class and continuous ontogeny under incomplete plasticity. [PDF]
Weyna A, Mullon C, Lehmann L.
europepmc +1 more source
Supervised information gain-based feature selection for multimodal physiological signals in stress prediction. [PDF]
Chouhan SA.
europepmc +1 more source

