Advanced Materials, EarlyView.Screen gate‐based transistors are presented, enabling tunable analog sigmoid and Gaussian activations. The SA‐transistor improves MRI classification accuracy, while the GA‐transistor supports precise Gaussian kernel tuning for forecasting. Both functions are implemented in a single device, offering compact, energy‐efficient analog AI processing ...
Junhyung Cho +9 more
wiley +1 more source
Using mixed kernel support vector machine to improve the predictive accuracy of genome selection
Journal of Integrative AgricultureThe advantages of genome selection (GS) in animal and plant breeding are self-evident. Traditional parametric models have disadvantage in better fit the increasingly large sequencing data and capture complex effects accurately.
Jinbu Wang +8 more
doaj +1 more source
Characteristics of simplified frequency-domain Volterra series based S-mode receiver
Dianxin kexue, 2022 The nonlinear characteristics of multilateration(MLAT) system were analyzed by simplified frequency-domain Volterra series when the S-mode signal response pulse was input.Firstly, take the typical super heterodyne receiver system for example, the model ...
Fengxun GONG, Jiankun LI
doaj
Application of the Gaussian Process Regression Method Based on a Combined Kernel Function in Engine Performance Prediction. [PDF]
ACS Omega, 2022 Shi X, Jiang D, Qian W, Liang Y.
europepmc +1 more source
Flexoelectrically Induced Polar Topology in Twisted SrTiO3 Membranes
Advanced Materials, EarlyView.Twisted SrTiO3 bilayers host polar vortices of flexoelectric origin, revealed through combined experiment and theory. By reconstructing polarization from the toroidal moment of strain gradients, the work establishes a 3D chiral state with broken inversion and mirror symmetries.
Isabel Tenreiro +13 more
wiley +1 more source
In-Wheel Motor Fault Diagnosis Using Affinity Propagation Minimum-Distance Discriminant Projection and Weibull-Kernel-Function-Based SVDD. [PDF]
Sensors (Basel), 2023 Liu B, Xue H, Ding D, Sun N, Chen P.
europepmc +1 more source
Navigating Ternary Doping in Li‐ion Cathodes With Closed‐Loop Multi‐Objective Bayesian Optimization
Advanced Materials, EarlyView.The search for advanced battery materials is pushing us into highly complex composition spaces. Here, a space with about 14 million unique combinations is efficiently explored using high‐throughput experimentation guided by Bayesian optimization with a deep kernel trained on both the Materials Project database and our data.
Nooshin Zeinali Galabi +6 more
wiley +1 more source
Impact of Financial Development on Income Gap Based on Improved Gaussian Kernel Function and BGP Anomaly Detection. [PDF]
Comput Intell Neurosci, 2022 Yao Y, Huang Y.
europepmc +1 more source
Advanced Materials, EarlyView.A fully flexible ion‐gel‐gated graphene‐channel transistor driven by a triboelectric nanogenerator enables self‐powered tactile sensing and synaptic learning. Mimicking spike‐rate‐dependent plasticity, the device exhibits frequency‐selective potentiation and depression, supporting rate‐coded neuromorphic computation even under flex.
Hanseong Cho +3 more
wiley +1 more source
Geographically weighted generalized poisson regression model with the best kernel function in the case of the number of postpartum maternal mortality in east java. [PDF]
MethodsX, 2023 Tyas SW, Gunardi, Puspitasari LA.
europepmc +1 more source