Search results for: neural networks

Locked-down world, silent cities

silent cities project

Last spring, France decided to impose a lockdown to respond to the health crisis. Our cities came to a standstill and cars disappeared from the streets, allowing residents to rediscover quieter sounds like birdsong. A team of researchers decided to take advantage of this calm that suddenly settled over our …

+

DAGOBAH: Tables, AI will understand

Dagobah

Human activities produce massive amounts of raw data presented in the form of tables. In order to understand these tables quickly, EURECOM and Orange are developing DAGOBAH, a semantic annotation platform. It aims to develop a generic solution that can optimize AI applications such as personal assistants, and facilitate the …

+

Smarter models of the ocean

Photographie de l'océan

The ocean is a system that is difficult to observe, whose biodiversity and physical phenomena we still know very little about. Artificial intelligence could be an asset in understanding this environment better. Ronan Fablet, a researcher at IMT Atlantique, presents the projects of the new Océanix Research Chair. What is the objective? To …

+

Understanding the resilience of the immune system through mathematical modeling

immune system

Gaining insight into how the immune system works using mathematics is the ultimate goal of the research carried out by IMT Atlantique researcher Dominique Pastor, along with his team. Although the study involves a great degree of abstraction, the scientists never lose sight of practical applications, and not only in …

+

The unintelligence of artificial intelligence

IA, AI

Despite the significant advances made by artificial intelligence, it still struggles to copy human intelligence. Artificial intelligence remains focused on performing tasks, without understanding the meaning of its actions, and its limitations are therefore evident in the event of a change of context or when the time comes to scale …

+

Light, a possible solution for a sustainable AI

lumière, intelligence artificielle, artificial intelligence, AI

Maurizio Filippone, Professor at EURECOM, Institut Mines-Télécom (IMT) We are currently witnessing a rapidly growing adoption of artificial intelligence (AI) in our everyday lives, which has the potential to translate into a variety of societal changes, including improvements to economy, better living conditions, easier access to education, well-being, and entertainment. …

+

Far from fantasy: the AI technologies which really affect us

AI Artificial Intelligence

Editorial “Artificial Intelligence”. It’s hard to define a technology which encompasses such a large variety of tools and techniques (centralized or decentralized approaches, supervised or unsupervised learning, ontologies, etc.), with ramifications in each of these categories, ranging from neural networks to autonomous agents. The scope of AI is both broad …

+

How can AI help better forecast high and low water levels?

flood water level

Predicting the level of water in rivers or streams can prove to be invaluable in areas with a high risk of flooding or droughts. While traditional models are based primarily on hypotheses about processes, another approach is emerging: artificial neural networks. Anne Johannet, an environmental engineering researcher at IMT Mines …

+

Smart homes: A world of conflict and collaboration

smart home

The progress made in decentralized artificial intelligence means that we can now imagine what our future homes will be like. The services offered by a smart home to its users are likely to be modeled on appliances which communicate and cooperate with each other autonomously. Today, this approach is considered …

+

Human-robot collaboration: Industrial utopia or tomorrow’s reality?

robot

In the factories of the future, robots will not replace humans, but instead assist them. Researchers Sotiris Manitsaris from Mines ParisTech and Patrick Hénaff from Mines Nancy, are currently working on a control system design based on artificial intelligence, which can be used by all types of robot. But what …

+