Postdoc: Multimodal Spiking AI & Neuromorphic Hardware

CNRS - National Center for Scientific Research; France; Presencial; EUR 42.000 - 52.000; Jornada completa

Descripción de la vacante

CNRS - National Center for Scientific Research in Sophia Antipolis invites a postdoctoral researcher to join the UMAI ANR Industrial Chair. You will design asynchronous multimodal SNN architectures, deploy them on neuromorphic hardware, and supervise PhD students.

Collaboration with IMRA Europe will shape core research items and demonstrator platforms. The role includes contributing to datasets, open-source software, and publications in leading conferences.

Formación

• > Solid background in spiking neural networks, event-based vision or neuromorphic computing.
• > Hands-on experience with neuromorphic hardware is a strong plus.
• > Proficiency in Python and deep learning frameworks (PyTorch preferred), with comfort in embedded deployment.
• > Experience with robotics (ROS, sensor integration) is appreciated.
• > Track record of publications, scientific writing skills, and ability to guide PhD students.
• > Autonomy, team spirit, and interest in interface between academic research and industry.

Responsabilidades

• > Design, deploy, and evaluate multimodal SNN fusion architectures and learning algorithms.
• > Deploy, optimise and benchmark models on neuromorphic hardware and FPGA boards.
• > Develop the core research items of the Chair in close interaction with PhD students and IMRA Europe researchers.
• > Supervise and coordinate day-to-day work of PhD students.
• > Contribute to setting up robotics hardware and open-source software releases.
• > Publish in top-tier venues and contribute to patents with IMRA Europe / AISIN.

Conocimientos

Spiking neural networks

Event-based vision

Neuromorphic computing

Python

PyTorch

Embedded deployment

Robotics (ROS)

Sensor integration

Hardware familiarity (neuromorphic)

Herramientas

Synsense SPECK

Innatera Pulsar

BrainChip AKIDA

FPGA boards

Descripción del empleo

CNRS - National Center for Scientific Research in Sophia Antipolis invites a postdoctoral researcher to join the UMAI ANR Industrial Chair. You will design asynchronous multimodal SNN architectures, deploy them on neuromorphic hardware, and supervise PhD students.

Collaboration with IMRA Europe will shape core research items and demonstrator platforms. The role includes contributing to datasets, open-source software, and publications in leading conferences.