IEEE

Transformer-Empowered Predictive Beamforming for Rate-Splitting Multiple Access in Non-Terrestrial Networks

Abstract: Existing Rate-Splitting Multiple Access (RSMA) techniques offer a promise for Non-Terrestrial Networks (NTNs) by managing interference and ensuring reliable data transmission. However, ...
IEEE

A 60 Gbit/s Integrated Encoderless Duobinary VCSEL-Driver

Abstract: This work investigates the concept and design of optical-duobinary vertical-cavity-surface-emitting-laser transmitters. Duobinary modulation exhibits significant advantages compared to ...
note

Understanding Audio and Images Without an Encoder: Google's "Gemma 4 12B Unified"

Google DeepMind has released the "Gemma 4" open model family. In this article, we introduce Gemma 4 12B Unified, which holds a particularly unique position within the lineup, based on its Hugging Face ...
GIGAZINE

A Visual Guide to Gemma 4 12B - by Maarten Grootendorst

Gemma 4 12B is a 120-parameter multimodal model that runs on 16GB of memory, offering performance close to the Gemma 4 26B A4B, which has a larger total number of parameters. Details about Gemma 4 12B ...