Land cover mapping is of great interest in the Alps region for monitoring the surface occupation changes (e.g. forestation, urbanization, etc). In this pilot study, we investigate how time series of ...

Abstract: Different types of polarizing matrices can be chosen dynamically to construct a large polarizing matrix with improved polarization performance. All polarizing matrices with the same size can ...

Due to a planned power outage on Friday, 1/14, between 8am-1pm PST, some services may be impacted. A line drawing of the Internet Archive headquarters building façade. An illustration of a magnifying ...

Abstract: To assist disabled people by controlling an external system by using motor imagery (MI) is a common applications of brain computer interface (BCI) field. This paper we focused on an ...

Ask the publishers to restore access to 500,000+ books. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive headquarters building ...

It is known that hermitean random matrix ensembles can be identified with symmetric coset spaces of Lie groups, or else with tangent spaces of the same. This results in a classification of random ...

Data visualization to explore features and class distributions. Model training and evaluation with hyperparameter tuning. Comparison of model performance using classification metrics and confusion ...

This project aims to implement and compare two deep learning models—Convolutional Neural Networks (CNN) and Multi-Layer Perceptrons (MLP)—for image classification on the MNIST and Fashion MNIST ...