Search for a funded project
Low Rank Approximations for Artificial Intelligence – LoRAiA
In a context of data being collected and exploited at huge scales, designing efficient machine learning tools that capture the complexity of data is one of the most important challenges of the decade. Low-rank approximations are such tools, that look for information shared across all modes of a mult
Deep Spiking networks for Embedded and Efficient intelligence in autonomous systems – DeepSee
Autonomous and intelligent embedded solutions are mainly designed as cognitive systems composed of a three step process: perception, decision and action, periodically invoked in a closed-loop manner in order to detect changes in the environment and appropriately choose the actions to be performed ac
Design of plasmonic ALU by Hybrid Artificial Intelligence – DALHAI
The DALHAI project aims at developing compact all-optical Arithmetic and Logic Units (ALU) exploiting the spatial and spectral distributions of 2D confined plasmons modes in planar cavities tailored in ultrathin Au or Ag crystals. Yet, the optimization of the logic gate output contrast, the definiti
Intelligent Analysis and Interconnexion of Heterogeneous Contents in Digital Arenas – SourcesSay
Digital data, whether text (news articles), semi-structured (tweets, other social media content) or structured (RDF or CSV files) are produced and shared at very large speed today. As data brings a digital mirror of human activity, in particular democracy and public debate, intelligently exploiting
ADvanced Submarine Intelligent Listening – ADSIL
This chair opens the paradigm "ADvanced Submarine Intelligent Listening". It is headed by honorary member IUF member H. Glotin. His 3 LIS colleagues in Toulon are experts in Deep Learning and acoustics / bioacoustics. This team had particular discussed this topic when they received Y. Lecun in 2013
Explainable artificial intelligence for anti-money laundering – XAIforAML
Financial institutions and government authorities want to introduce more advanced AI tools in AML-CFT processes. Financial institutions see AI as a way to reduce costs. Regulators see AI as a way to identify more criminal networks that currently escape prosecution (the director of Europol estimates
Earth Observation with Optimal Transport for Artificial Intelligence – OTTOPIA
Earth Observation, whether it be by satellites, airborne captors or drones, allows a better understanding of the dynamics of environmental systems or our human society. It is a decisive tool to measure the impact of mankind on earth. In the last 50 years, the fast development of spatial missions and
Mott Materials for Artificial Intelligence – MoMA
Artificial intelligent (AI) systems are being developed at a vertiginous pace. This progress follows one of two roads: either deep neural network algorithms running in conventional supercomputers, or building dedicated microchips with conventional electronics to implement the neurons and synapses
Architecture of complex systems in intelligent immersion – ArchiTOOL
To address the limitations of current systems engineering tools, the project is based on three complementary technological levers: virtual reality, intelligent assistance, and unified interactive modeling. On one hand, an immersive virtual reality environment was developed to replace low expressiven
