Introducing Axelera AI’s New Advisor, Andreas Hansson

Andreas Hansson joined Axelera AI as an advisor. Andreas is an angel investor in several start-ups and serves on the board of several public companies. He advise us on technology, market trends, and computing and artificial intelligence investment opportunities.

Insights and Trends in Machine Learning for Computer Vision

We are delighted to share the presentation “Insights and Trends of Machine Learning for Computer Vision” recently given, at different conferences, by our head of machine learning Bram-Ernst Verhoef and our Algorithm and Quantisation researcher Martino Dazzi.

Multilayer perceptrons (MLP) in Computer Vision

In this blog post, we review the V-MLP literature, compare V-MLPs to CNNs and ViTs, and attempt to extract the ingredients that really matter for efficient and accurate deep learning-based computer vision.

Transformers in Computer Vision

Convolutional Neural Networks (CNN) have been dominant in Computer Vision applications for over a decade. Today, they are being outperformed and replaced by Vision Transformers (ViT) with a higher learning capacity. The fastest ViTs are essentially a CNN/Transformer hybrid, combining the best of both worlds.

An Interview with Marian Verhelst, Axelera AI’s Scientific Advisor

An Interview with Marian Verhelst, Axelera AI’s Scientific Advisor.
I met Marian Verhelst in the summer of 2019 and she immediately stroke me with her passion and competence for computing architecture design. We started immediately a collaboration and today she’s here with us sharing her insights on the future of computing.