Transformers Transforming the Field of Computer Vision

Transformers Transforming the Field of Computer Vision
by Kalar Rajendiran on 10-03-2023 at 10:00 am

The Structure of a Transformer: Attention

Over the last few years, transformers have been fundamentally changing the nature of deep learning models, revolutionizing the field of artificial intelligence. Transformers introduce an attention mechanism that allows models to weigh the importance of different elements in an input sequence. Unlike traditional deep learning… Read More


High-Performance Natural Language Processing (NLP) in Constrained Embedded Systems

High-Performance Natural Language Processing (NLP) in Constrained Embedded Systems
by Kalar Rajendiran on 11-30-2021 at 6:00 am

Demonstrator Block Diagram

Current technology news is filled with talk of many edge applications moving processing from the cloud to the edge. One of the presentations at the recently concluded Linley Group Fall Processor Conference was about AI moving from the cloud to the edge. Rightly so, there were several sessions dedicated to discussing AI and edge… Read More