radial basis function
PulseAugur coverage of radial basis function — every cluster mentioning radial basis function across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
-
New q-Orthogonal Kernels Enhance SVM Performance and Stability
Researchers have introduced a new family of kernels for machine learning, specifically for Support Vector Machines (SVMs), based on discrete $q$-Hermite I polynomials. These $q$-orthogonal kernels generalize classical H…
-
AI system fuses CNN and GLCM features for 95% accurate cataract grading
Researchers have developed a novel system for classifying cataract severity using a fusion of deep learning and traditional image processing techniques. This hybrid approach combines features from a Convolutional Neural…
-
New hybrid AI model reconstructs physical fields using differentiable PDE solvers
Researchers have developed a novel hybrid approach for reconstructing dense physical fields from sparse measurements, integrating numerical simulators with data-driven models. This method couples Radial Basis Function (…
-
IG-GAN uses intrinsic geometry for aerodynamic data generation
Researchers have developed IG-GAN, a novel generative adversarial network designed to handle data that exists on manifolds rather than flat Euclidean space, a common characteristic of real-world data, particularly in ae…
-
New method optimizes quantum kernel estimation for Gaussian process regression
Researchers have developed a novel method for optimizing shot allocation in quantum kernel estimation for Gaussian process regression. This approach aims to reduce the computational budget required to achieve target acc…
-
RRAM-based RBF Neuron Hardware Achieves 89.1% MNIST Accuracy
Researchers have developed a novel hardware implementation for a Radial Basis Function (RBF) neuron using Metal-Oxide Resistive RAM (RRAM) technology. This design, based on a custom Template piXeL (TXL) cell, acts as an…
-
Quantum kernel methods show promise for SAR maritime object classification
Researchers are exploring quantum machine learning methods for classifying objects in Synthetic Aperture Radar (SAR) imagery, particularly for identifying illegal fishing vessels. One study found that quantum kernel met…