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
Novel Roman domination-based graph energies for QSPR analysis of neuroprotective herbal compounds in Alzheimer's disease treatment. [PDF]
Salini Jancy Rani A, Balamurugan BJ.
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
AutoMamba: Efficient Autonomous Driving Segmentation Model with Mamba. [PDF]
Sun H, Li Z, Zhu S.
europepmc +1 more source
Study on the climate impacts on the reservoir waterlevel. [PDF]
Cui X, Liu L.
europepmc +1 more source
In-hospital mortality among orthopedic trauma patients during and outside the COVID-19 pandemic: a nationwide population-based analysis of 2.67 million hospitalizations in Poland. [PDF]
Jojczuk M +5 more
europepmc +1 more source
Mapping heterogeneous region- and tissue-specific brain ageing patterns using quantitative MRI. [PDF]
Chen X +11 more
europepmc +1 more source
A Temperature Compensation Method for the Bit Parameter Recorder in High-Temperature Deep Wells Based on Thermo-Mechanical Coupling. [PDF]
Zhang H, Yi Z, Li Z, Li Y, Zhu Y.
europepmc +1 more source
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The paper promotes the study of computational aspects, primarily the convergence rate, of nonlinear dynamical systems from a combinatorial perspective. The authors identify the class of symmetric quadratic systems. Such systems have been widely used to model phenomena in the natural sciences, and also provide an appropriate framework for the study of ...
Y. Rabinovich, A. Sinclair, A. Wigderson
openaire +1 more source

