Emplois actuels liés à Post-Doctoral Research Visit F/M - Montpellier - INRIA
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Agricultural Research Specialist
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POST-DOCTORAL FELLOWSHIP
il y a 4 semaines
Montpellier, France CNRS Temps pleinInformations générales Intitulé de l'offre : POST-DOCTORAL FELLOWSHIP (12 MONTHS) - SynTIK Project (H/F) Référence : UMR5247-MARLOP-004 Nombre de Postes : 1 Lieu de travail : MONTPELLIER Date de publication : mardi 27 août 2024 Type de contrat : CDD Technique/Administratif Durée du contrat : 12 mois Date d'embauche prévue : 4 novembre 2024...
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Postdoctoral Researcher in Causal Inference
il y a 2 jours
Montpellier, Occitanie, France INRIA Temps pleinJob Title: Postdoctoral Research Visit F/M Policy learning under distributional shiftsJob Type: Fixed-term contractRequired Qualifications: PhD in Statistics, Machine Learning, Biostatistics, or related fieldsAbout the Centre: The Inria centre at Université Côte d'Azur is a leading research institution with 42 research teams and 9 support services. Our...
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Research Analyst
il y a 4 jours
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Post-Doctoral Research Visit F/M
Il y a 4 mois
Contexte et atouts du poste
The MathNeuro project-team in the Inria branch at the University of Montpellier focuses on understanding brain activity at multiple scales (i.e. from single-cell, microcircuits to large scale brain processes). MathNeuro has a core at the intersection of Mathematics and Neuroscience, but it also employs a multidisciplinary approach combining theory, computational modelling, as well as, data science. In line with this, our collaborations involve experts from diverse fields, including experimentalists, clinicians, and data scientists. The research lines of MathNeuro include questions related to plasticity (both synaptic and non-synaptic) and associated learning rules, memory, excitability, with applications in both normal and pathological brain states, as well as, ageing brain. Recent research portfolios include novel mathematical classification of neuronal bursting, explanation of asynchronous neurotransmitter release (via competition of timescales) and application areas such as, understanding migraine, epileptic seizures, Alzheimer’s Disease (AD) and ageing.
MathNeuro resides within a rich scientific environment, which includes three permament members, one postdoc, two phd students, and benefits from a large network of international collaborators. The MathNeuro team is also embedded within the ecosystem of the AI Institute in Nice, co-organized by Inria. Detailed information of MathNeuro can be found at our webpage ( and
Mission confiée
The project underpinning this postdoc position is motivated by unique longitudinal multiscale and multimodal datasets on aging (from genes/multi-omics, inflammatory markers, brain data to environmental factors) to which we have obtained access. Namely, the Baltimore Longitudinal Study on Aging (BLSA, collected by NIH, USA, see Ageonostics) for diagnosing and explaining ageotypes (i.e., pathways to ageing) as observed within the BLSA and SLAS datasets. Methodologies will involve state-of-the-art combination between data-science tools such as AI, Topological and Geometrical Deep Learning, Structural Recurrence Analysis and multiscale dynamical systems. Indeed, together with our partners on this project, we have all the necessary expertise in order to pursue this endeavor [1-5].
The central hypothesis for this project is based on recent developments that posit the link between long genes and aging as well as age-related diseases. It is found that long-genes are more vulnerable to environmental factors (e.g., toxins, epigenetic factors) which then induce large-scale phenotypes that lead to different ageing pathways (i.e., ageotypes) and neurodegenerative diseases (e.g., AD). We aim to determine key biomarkers of ageing and neurodegenerative diseases under this hypothesis, which will lead to novel ways to diagnose and possibly motivate the design of new drugs.
As mentioned above, this project will benefit from a strong network of collaborators (Prof. Luigi Ferrucci, NIH, USA; Prof. Alan A. Cohen, Columbia University, USA; Prof. Tamas Fülöp, University Hospital Sherbrooke, Canada; Prof. Serafim Rodrigues, BCAM, Spain; Dr. Fernando Santos, University of Amsterdam, Netherlands), a research ecosystem at the forefront of data science, and unique datasets.
Keywords: aging studies, multiscale data science, deep learning, topological data analysis.
References:
[1] Carmantini, G. S., Beim Graben, P., Desroches, M., & Rodrigues, S. . A modular architecture for transparent computation in recurrent neural networks. Neural Networks 85 : 85-105. DOI: [3] Fülöp, T., Desroches, M., Cohen, A. A., Santos, F. A. N., & Rodrigues, S. . Why we should use topological data analysis in ageing: towards defining the “topological shape of ageing”. Mechanisms of Ageing and Development 192 : 111390. DOI: [5] Santos, F. A.N.,(...), Desroches, M., Rodrigues, S., Schooheim, M., Douw, L. & Quax, R. . Emergence of high-order functional hubs in the human brain. bioRxiv, 2023-02. DOI:
Principales activités
The main objective of this postdoc is to perform higher-order multi-layered network analysis of key subparts of the available datasets. We will study complex interactions, identifying higher-order interactions invariances across hierarchical interactome, higher-order hubs and centrality measures based on a number of methods, focusing on deep learning and topological data analysis.
Compétences
Candidates should be familiar with Machine learning, Multi-layered network analysis and Topological data analysis.
Avantages
Subsidized mealsPartial reimbursement of public transport costs
Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
Possibility of teleworking and flexible organization of working hours
Professional equipment available (videoconferencing, loan of computer equipment, etc.)
Social, cultural and sports events and activities
Access to vocational training
Contribution to mutual insurance (subject to conditions)
Rémunération
Duration: 18 months
Location: Sophia Antipolis, France
Gross Salary per month: 2788€ brut per month
