GitHub

Network connectivity failure in test_spectral_embedding_trustworthiness with MNIST dataset loading

The test_spectral_embedding_trustworthiness [load_mnist-5000-0.8] test is sometimes failing due to a network connectivity issue when attempting to download the MNIST dataset from OpenML. The test ...
IEEE

Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging

Abstract: Magnetic Particle Imaging (MPI) is an emerging imaging modality based on the magnetic response of superparamagnetic iron oxide nanoparticles to achieve high-resolution and real-time imaging ...
Scientific Research Publishing

Shmuel, A., Glickman, O. and Lazebnik, T. (2024) A Comprehensive Benchmark of Machine and Deep Learning across Diverse Tabular Datasets.

ABSTRACT: We explore the performance of various artificial neural network architectures, including a multilayer perceptron (MLP), Kolmogorov-Arnold network (KAN), LSTM-GRU hybrid recursive neural ...
IEEE

A Microwave Photonic Processor for Convolutional Neural Networks With Increased Effective Speed of Convolution

Abstract: Due to the strong feature extraction capabilities, convolutional neural networks (CNNs) have been utilized for various tasks, including image recognition, object detection, and natural ...
GitHub

denisromanovskii/MNIST-linear-model

This project implements a linear neural network to recognize digits from the MNIST dataset. MNIST (Modified National Institute of Standards and Technology) is a widely used dataset for training and ...