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Reverse Engineering of Mechanical and Tribological Properties of Coatings: Results of Machine Learning Algorithms
AbstractMechanical and tribological properties of the steel surface can be improved by Ti x Al 1– x N multilayer coatings. Their rational design starts...
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Bond-selective fluorescence imaging with single-molecule sensitivity
Bioimaging harnessing optical contrasts and chemical specificity is of vital importance in probing complex biology. Vibrational spectroscopy based on...
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Deep Learning in the Expansion of the Urban Spot
A modeling of urban expansion is presented that empirically and methodologically applies artificial neural networks and cellular automata....
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Polymeric gate insulators to induce synaptic photoresponse of organic transistors
Photonic synapses have attracted increasing interest owing to their ultrafast signal transmission, high bandwidth, and low energy consumption....
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Multi photon micro material analysis based on Raman spectroscopy biosensor for cancer detection using biomarker with deep learning techniques
Due to singularity of Raman Spectroscopy (RS) measurements in revealing molecular biochemical changes between cancerous and normal tissues and cells,...
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Synchronization for uncertain neural networks with randomly occurring uncertainties and time-delay based on the sliding mode control
This investigation delved into the synchronization of master–slave systems in uncertain neural networks featuring randomly occurring uncertainties...
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Twin model-based fault detection and tolerance approach for in-core self-powered neutron detectors
The in-core self-powered neutron detector (SPND) acts as a key measuring device for the monitoring of parameters and evaluation of the operating...
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HfAlO-based ferroelectric memristors for artificial synaptic plasticity
Memristors have received much attention for their ability to achieve multilevel storage and synaptic learning. However, the main factor that hinders...
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Sulfur fluoride exchange
Click chemistry is a conceptual strategy to rapidly synthesize and discover functional molecules. Sulfur fluoride exchange (SuFEx) is a click...
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Signal transmission by autapse with constant or time-periodic coupling intensity in the FitzHugh–Nagumo neuron
Based on the FitzHugh–Nagumo (FHN) neuron model, the effects of autapse with constant or time-periodic coupling intensity on signal transmission are...
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Using Reservoir Computing to Predict a Macroscopic Signal
AbstractThe authors study the ability of reservoir computing to predict a complex macroscopic signal with chaotic dynamics. To improve the efficiency...
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A Model of the Broca–Sulzer Effect
AbstractThe Broca–Sulzer phenomenon is one of the aspects of the problem of subjective deformation of the real world, the mystery of consciousness....
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Synchronization, routes to synchronization, and collective behaviors in higher-order networks
This special issue presents scientific findings of the latest advancements in synchronization and other collective behaviors within higher-order...
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Biophysics of Evolution of Intellectual Systems
AbstractThe first work on noogenesis as evolution of intellect was published 150 years ago. However, it was not until the 21st century that...
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Theoretical Neuroanatomy:Analyzing the Structure, Dynamics,and Function of Neuronal Networks
The mammalian brain is an extraordinary object: its networks give rise to our conscious experiences as well as to the generation of adaptive behavior...
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Prediction of Sooting Index of Fuel Compounds for Spark-Ignition Engine Applications Based on a Machine Learning Approach
A joint consideration of potential combustion and emission performance in spark-ignition engines is essential for designing gasoline fuel...
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Synchronization in a Network of Spiking Neural Oscillators with Plastic Connectivity
Synchronization of neural activity plays an important role for processing of information in the brain. In this work, we study the dynamics of a...
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On the Molecular Nature of Differences in the Response of Sensory Neurons and Fibroblasts to Ouabain
AbstractThe effects of ouabain on the mechanical characteristics of primary sensory neurons and fibroblasts of 10- to 12-day-old chicken embryos were...
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Energy-guided synapse coupling between neurons under noise
From a physical viewpoint, any external stimuli including noise disturbance can inject energy into the media, and the electric response is regulated...
