InfoWorld

The ‘toggle-away’ efficiencies: Cutting AI costs inside the training loop

You don't need the newest GPUs to save money on AI; simple tweaks like "smoke tests" and fixing data bottlenecks can slash ...
IEEE

A Deep Stochastic Adaptive Fourier Decomposition Network With Back-Propagation for Hyperspectral Image Classification

Abstract: Convolutional neural networks (CNNs) have shown impressive performance in hyperspectral image (HSI) classification. However, these deep learning methods still face two major challenges. One ...
University of Geneva

Defending against adversarial attacks by randomized diversification

The chain of the first 3 blocks can be organized in a parallel multi-channel structure that is followed by one or several aggregation blocks. The final decision about the class is made based on the ...
IEEE

Algorithm and Architecture of a Channel-Correlation-Resistant Massive MIMO Detector Based on Expectation Propagation

Abstract: Expectation propagation (EP) and its approximation algorithms achieve near-optimal signal detection in massive multiple-input multiple-output (MIMO) systems with substantially reduced ...
Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

Accurate land use/land cover (LULC) classification remains a persistent challenge in rapidly urbanising regions especially, in the Global South, where cloud cover, seasonal variability, and limited ...
housedigest

How To Create A Stunning Plant Propagation Display Using Just Cuttings And A Pinecone

Extra pinecones and plant cuttings combine to make a breathtaking propagation display in this easy DIY craft. It's perfect for any plant lover with leggy plants. You won't have to spend any money on ...