Bioelectronics

2HC

The AS2N group, which was founded in 2010, designs silicon neural networks. Two approaches are used for our neuromorphic design activities : An approach called “biomimetic” and An approach called “bio-inspired”

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IA research team

An approach called "biomimetic"

where the goal is to imitate the electrical activity of biological neural networks by using models from computational neuroscience. These artificial spiking neurons are connected with biological neurons to study living systems and/or to design solutions for rehabilitation in response to a deficit in a population of neurons in a living organism. So far, these biomimetic systems have been implemented in digital platforms based on FPGA.

An approach called "bio-inspired"

where we use living organisms to create event-based computing systems. This theme uses more formal neural representations. These neural networks are dedicated to RMS tasks (Recognition, Data Mining and Synthesis) for embedded systems. To achieve very low power consumption, these systems combine the bio-inspired design of analog and mixed integrated circuits and nanotechnologies suc ah memristors.

IA Bioelectronics team

IA teams skills

At the interface of neuroscience and electonic system design, we have developped large skills around our hert :

Embedded real-time computation

Spiking neural networks

Optimization by metaheuristics

Analog and mixed integrated circuit design

Computational neuroscience

Nanotechnologies in neuromorphic systems

Partners

Collaborations and partners

For the various research projects underway, the IMS Bordeaux laboratory and its teams rely on strong partnerships and collaborations, which allow for the creation of a synergy of strengths and a sharing of technical and human resources

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ESIEE

Université-Victor-Segalen-Bordeaux

Bordeaux Segalen

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IIT

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Tel Aviv University

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Inria

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UMPhi CNRS-Thales

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THALES

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Institut de la vision

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Chronocam

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IPBS

News

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Members

Staff

Meet the members of the research team

Résumé en français

Le groupe AS2N, fondé en 2010, conçoit des réseaux de neurones en silicium. Deux approches sont utilisées pour nos activités de conception neuromorphique : Une approche dite “biomimétique” et Une approche dite “bio-inspirée”.

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If you have a request or questions about the laboratory, please contact our team.