Neuro-inspired computing (e.g. reservoir computing) in coupled Double-Drum nanoelectromechanical resonator networks

physics; Engineering » Electronic engineering Researcher Profile: Recognised Researcher (R2) Positions: Postdoc Positions Application Deadline: 30 Nov 2026 - 16:06 (UTC) Country: France Type of Contract: Temporary Job Status: Full-time Hours Per Week: 37 Offer Starting Date: 1 Dec 2026 Is the job funded through the EU Research Framework Programme?: Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure?: No Offer Description The French team at IEMN has developed a unique nanoelectromechanical resonator (NEMS) consisting of a silicon nitride drum capacitively coupled to an aluminium drum resonator, referred to as a double-drum resonator [1]. The team has recently achieved in implementing reservoir-computing in the coupled drum resonators and successfully fabricated networks of coupled double-drum resonators [2], based on the European CHIST-ERA NOEMIA project and the French ANR-MORETOME project. To date, basic reservoir-computing functionality and the training of an artificial neural network have been demonstrated using a single device. The main mission of this postdoc project, financially supported by IMITECH project, is to develop reservoir computing function based on a coupled NEMS network, consisting of 2 or more double-drum resonators. This is beyond current state of art and relies on deep understand of more degrees of nonlinear complexity of the coupled resonator networks. The achievement of this project will bring a new unconventional scheme to next generation hardware for AI. We are looking for a highly motivated candidate who has either engineering profile in domains of nonlinear dynamics, optomechanics/nanomechanics, or signal processing. You have or are about to obtain a PhD in at least one of the following areas: nanoelectromechancics, OR multi-physics modelling (numerical simulations, e.g. matlab or python, or analytical modeling), OR optomechanics, OR high frequency devices. You are eager to learn and expand your knowledge! Basic knowledge of analog and digital circuits. Experience with various techniques for high frequency characterization, e.g., lockin amplifier, oscilloscope, FPGA, and so on. Mandatory experience in programming (e.g. python or matlab). Excellent written and verbal communication skills in English. Fluency in French is also a plus, but not mandatory. You have ability to contribute effectively in a team environment while also working autonomously when required. The Institute of Electronic, Microelectronic and Nanotechnology (UMR CNRS 8520 – https://www.iemn.fr/en/ ) is in Villeneuve D'Ascq, close to the city of Lille (France). We offer reservoir computing measurement setup, high frequency NEMS characterization platform, numerical simulators, and multiphysics environment. The recruited Postdoc will be trained and technically supported by CNRS permanent researchers in IEMN. The candidate is expected to work autonomously as well as in collaboration with a research team. For more details, please feel free to contact with the PI by email: xin.zhou@cnrs.fr or xin.zhou@iemn.fr . Ref: [1] A. Pokharel, et al., Nano Lett., 7351, 22, 2022; [2] T. Farah et al., Microsystems & Nanoengineering 12 (163) Where to apply E-mail: xin.zhou@cnrs.fr Requirements Research Field: Physics Education Level: PhD or equivalent Research Field: Engineering Education Level: PhD or equivalent Skills/Qualifications: We are looking for a highly motivated candidate who has either engineering profile in domains of nonlinear dynamics, optomechanics/nanomechanics, or signal processing. You have or are about to obtain a PhD in at least one of the following areas: nanoelectromechancics, OR multi-physics modelling (numerical simulations, e.g. matlab or python, or analytical modeling), OR optomechanics, OR high frequency devices. You are eager to learn and expand your knowledge! Basic knowledge of analog and digital circuits. Experience with various techniques for high frequency characterization, e.g., lockin amplifier, oscilloscope, FPGA, and so on. Mandatory experience in programming (e.g. python or matlab). Excellent written and verbal communication skills in English. Fluency in French is also a plus, but not mandatory. You have ability to contribute effectively in a team environment while also working autonomously when required. Specific Requirements: Mandatory experience in programming (e.g. python or matlab) Languages: ENGLISH Level: Good Research Field: Engineering » Microengineering; Physics » Applied physics; Engineering » Electronic engineering Years of Research Experience: 1 - 4 Work Location(s) Number of offers available: 1 Company/Institute: CNRS IEMN Country: France Contact City: Villeneuve d’Ascq Website: https://www.iemn.fr/ Street: Avenue Henri Poincaré Postal Code: 59652