Portal > Offres > Offre UMR5506-GILSAS-006 - H/F CH Post-doctorat en implantation d'architectures analogiques et signaux mixtes pour l'intelligence artificielle embarquée

M/F CH Implementation of analog and mixed-signal architectures for embedded artificial intelligence

This offer is available in the following languages:
- Français-- Anglais
Application Deadline : 11 December 2025 23:59:00 Paris time

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General information

Offer title : M/F CH Implementation of analog and mixed-signal architectures for embedded artificial intelligence (H/F)
Reference : UMR5506-GILSAS-006
Number of position : 1
Workplace : MONTPELLIER
Date of publication : 20 November 2025
Type of Contract : Researcher in FTC
Contract Period : 11 months
Expected date of employment : 2 February 2026
Proportion of work : Full Time
Remuneration : From 3021.50€ gross salary (work experience-dependent)
Desired level of education : Doctorate
Experience required : Indifferent
Section(s) CN : 07 - Information sciences: processing, integrated hardware-software systems, robots, commands, images, content, interactions, signals and languages

Missions

Within the field of neuromorphic artificial intelligence, energy-based models (EBMs) are attracting growing interest due to their ability to capture relationships between variables by minimizing a single scalar function (the energy function) without requiring normalization over the entire dataset. This postdoctoral position builds on work carried out within the laboratory, on a software framework [2] as well as contributions on algorithms and hardware architecture [3][4][5], with the aim of implementing a hardware prototype that will constitute the primary mission of the recruited postdoctoral researcher.

[2] https://www.frontiersin.org/articles/10.3389/fncom.2023.1114651/full
[3] https://hal.science/lirmm-04959185/
[4] https://hal.science/lirmm-04959178/
[5] https://hal.science/hal-05098393/

Activities

The activities related to this position include, but are not limited to, the following:
• Study, design, and simulation of analog and digital EBM circuits
• Dissemination through publications and presentations at workshops, conferences, and journals
• Participation in the cross-cutting activities of the Emergences project
• Management tasks related to the project, as assigned by the project leader
• Supervision of students

Skills

Candidates must have expertise in at least two of the following areas:
• Machine learning and its associated mathematical foundations
• Embedded systems
• Analog / mixed-signal design

Work Context

These investigations will be carried out as part of the “Emergences” project [1] within the national PEPR IA framework programme of France 2030. These investigations will be conducted in collaboration with other partners, PhD candidates, and postdoctoral researchers.
[1] https://emergences.pepr-ia.fr

The position is located in a sector under the protection of scientific and technical potential (PPST), and therefore requires, in accordance with the regulations, that your arrival is authorized by the competent authority of the MESR.