Missions

Determine the protocols for reading and writing synaptic weights in a crossbar matrix of synapses based on Mott insulators and participate in neural network inference tests.

Activités

- Participate in the supervision of the fabrication of the Mott insulator-based synapse crossbar matrix and an integrated perceptron.
- Contribute to the development of the interconnection and control electronics of the synapse network in conjunction with the electronics engineer recruited for the project.
- Perform electrical tests on the synapse crossbar matrices, particularly for reading and writing synaptic weights, and on an integrated perceptron.
- Develop a network of synapses and neurons based on Mott insulators
- Participate in inference tests on the neural network for letter and number recognition tasks
- Actively participate in the supervision of doctoral students and interns on this topic

Compétences

- Specialist in electrical measurements of microelectronic devices
- Good knowledge of the insulator-metal transition in Mott insulators and the associated physics
- In-depth knowledge of nanofabrication techniques for microelectronics
- Knowledge of synapse networks and neurocomputing
- Good knowledge of electronics
- Proficiency in Python and/or SPICE
- Ability to transmit knowledge (written/oral) and provide supervision
- Sense of confidentiality
- Excellent interpersonal skills, autonomy, strong adaptability, and a team player

Contexte de travail

IMN is a joint research unit of 200 people. The recruited researcher (male/female) will join the PMN (Physics of Materials and Nanostructures) team.

Le poste se situe dans un secteur relevant de la protection du potentiel scientifique et technique (PPST), et nécessite donc, conformément à la réglementation, que votre arrivée soit autorisée par l'autorité compétente du MESR.

Contraintes et risques

No constraints or risks.