Artificial Neural Networks (ANNs) have gathered exponential attention across diverse domains in recent years [1]. However, ANN training suffers from high and inefficient energy consumption on modern computers based on the von Neumann architecture [2]. Spiking Neural Networks (SNNs) [3], when implemented on neuromorphic hardware [4, 5], have emerged as…
Main contacts: marius.bilasco@univ-lille.fr, pierre.tirilly@univ-lille.fr An unsupervised spiking-based counting solution has been deployed by the FOX team at Lilliad’s Xperium. The prototype was build using ad-hoc spiking models that do not reflect the requirements of an efficient hardware implementation. In order to reach efficient hardware implementation, the neuron models and the…
The FOX team of the CRIStAL laboratory (UMR CNRS), Lille, France, and the PR team of the MIS Laboratory, Amiens, France, are looking to recruit : * a joint PhD student starting in October 2025 in the field of asynchronous computer vision from event cameras. Abstract: Video analysis is one of the fundamental tasks in computer vision. The dominant approach is based on deep neural networks…
Supervisor 1 Phillipe Roudot (philippe.roudot@univ-amu.fr) Institut Fresnel, ED184 Supervisor 2 Claudio Collinet (Claudio.collinet@univ-amu.fr) IBDM, ED62 Abstract The ability of cells and tissues to change shape during development relies on patterns of force-transmitting molecules at the cell surface, such as adhesion molecules (e.g. E-Cadherin), that anchor and regulate cell contractions. Those…
Job description Context The École Nationale d’Ingénieurs de Brest (ENIB), founded in 1961, operates under the Ministry of Higher Education. It is a member of the Institut Mines Télécom and the Alliance Universitaire de Bretagne. Located at the Brest-Iroise Technopole, it focuses on integrating ecological transition issues into its activities….
We have an open position for a postdoctoral researcher with expertises in deep learning and image analysis to join our multi-disciplinary team at the Institute of Genetics and Development of Rennes (https://igdr.univ-rennes.fr/en/ ). Deadline for application: January 23rd 2025. Our team’s research focuses on the robustness of cell division, using fluorescence microscopy and…
In the context of the ERC MAJORIS, and in collaboration with IFPEN company, the aim of this internship is to investigate the problem of sparse principal component analysis (PCA), with norm-ratio sparsifying penalties. https://jobs.inria.fr/public/classic/fr/offres/2024-08488 Subject: Principal component analysis (PCA) is a workhorse in linear dimensionality reduction [Jol02]. It is widely applied in…
L’Université de Poitiers prévoit en 2025 l’ouverture d’un appel à candidatures pour une Chaire de Professeur Junior positionnée à l’intersection de l’informatique et des mathématiques appliquées. La chaire s’appuyant sur une dynamique de recherche interdisciplinaire, le candidat recherché devra avoir un profil informatique ou statistique, ouvert à la collaboration sur les diverses thématiques liées à…
A two-year postdoc position in signal processing and Monte Carlo methods applied to epidemiology has opened in Nantes, in the framework of the ANR project OptiMoCSI. More details can be found in the offer https://bpascal-fr.github.io/assets/pdfs/PostdocOffer-3.pdf. The daily surveillance of the Covid-19 pandemic relies on the reproduction number R0, which accounts for the averaged number of…
Time-based and multi-algorithm decisions; Efficient learning in smart microscopy using deep learning. Offer (EN / FR) and application at https://emploi.cnrs.fr/Offres/CDD/UMR6290-JACPEC-002/Default.aspx Project The Roboscope project proposes a fast and generic automated microscope using only a few training images (Bonnet et al. (2024) bioRxiv, doi: 10.1101/2024.09.24.614735). Autonomous microscopes of this kind will…
