2 papers
eess.IV2025
Learned Single-Pixel Fluorescence Microscopy
Serban C. Tudosie, Valerio Gandolfi, Shivaprasad Varakkoth +3
Single-pixel imaging has emerged as a key technique in fluorescence microscopy, where fast acquisition and reconstruction are crucial. In this context, images are reconstructed fro…
cs.LG2025
Equidistribution-based training of Free Knot Splines and ReLU Neural Networks
Simone Appella, Simon Arridge, Chris Budd +2
We consider the problem of univariate nonlinear function approximation using shallow neural networks (NN) with a rectified linear unit (ReLU) activation function. We show that the…