The Metis AI Platform in detail

The Metis AI Platform A Technical Deepdive Back to Blog by Evangelos Eleftheriou – CTO at AXELERA AI The Metis AI Platform is a one-of-a-kind holistic hardware and software solution establishing best-in-class performance, efficiency, and ease of use for AI inferencing of computer vision workloads at the Edge. It encompasses the recently taped-out high-performance Metis AI […]

Interview with Jonathan Ballon, Chairman of Axelera AI

Back to Blog Interview with Jonathan Ballon, Chairman of Axelera AI by Merlijn Linschooten – Marketing & Communications Manager at AXELERA AI Jonathan Ballon has recently joined Axelera AI as Chairman of the board. Coming from leadership roles in some of the world’s most recognizable companies, such as Cisco Systems, General Electric and Intel, Jonathan brings deep entrepreneurial and […]

Digital In-memory Computing for Deep-Learning Acceleration

Digital In-Memory Computing for Deep-Learning Acceleration Back to Blog Our CTO and Co-Founder Evangelos Eleftheriou, presented at the ESSCIRC – ESSDERC 2022 event about In-memory computing for deep-learning acceleration. In-memory computing (IMC) is a novel computing paradigm, where certain computational tasks are performed in the memory itself using analog or mixed signal computation techniques. In […]

Introducing Axelera AI’s New Advisor, Andreas Hansson

Back to Blog Introducing Axelera AI’s New Advisor, Andreas Hansson by Fabrizio Del Maffeo – CEO at AXELERA AI Andreas Hansson joined Axelera AI as an advisor last month. Andreas is an angel investor in several start-ups and serves on the board of several public companies. He will advise us on technology, market trends, and computing and artificial intelligence investment […]

Insights and Trends in Machine Learning for Computer Vision

Insights and Trends in Machine Learning for Computer Vision Back to Blog 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 Learn all about it in their […]

Ten questions with Axelera AI’s Scientific Advisor Luca Benini

Back to Blog Ten questions with Axelera AI’s Scientific Advisor Luca Benini by Fabrizio Del Maffeo – CEO at AXELERA AI Professor Luca Benini is one of the foremost authorities on computer architecture, embedded systems, digital integrated circuits, and machine learning hardware. We’re honored to count him as one of our scientific advisors. Prof. Benini kindly agreed to answer […]

Multilayer perceptrons (MLP) in Computer Vision

Back to Blog Multilayer Perceptrons (MLP) in Computer Vision by Bram Verhoef – Algorithm Architect at AXELERA AI Summary – Convolutional neural networks (CNNs) still dominate today’s computer vision. Recently, however, networks based on transformer blocks have also been applied to typical computer vision tasks such as object classification, detection, and segmentation, attaining state-of-the-art results on standard benchmark datasets. However, […]

Interview with Torsten Hoefler, Axelera AI’s Scientific Advisor

Back to Blog Interview with Torsten Hoefler Axelera AI’s Scientific Advisor by Evangelos Eleftheriou –  CTO at AXELERA AI Out CTO had a chat with Torsten Hoefler to scratch the surface and get to know better our new scientific advisor. Evangelos: Could you please introduce yourself and your field of expertise? Torsten: My background is in High-Performance Computing […]

Transformers in Computer Vision

Back to Blog Transformers in Computer Vision by Bert Moons –  System Architect at AXELERA AI Summary: 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 […]

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

Back to Blog An Interview with Marian Verhelst, Axelera AI’s Scientific Advisor by Fabrizio Del Maffeo – CEO of AXELERA AI 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 […]