Centre National De La Recherche Scientifique

Cy Cergy Paris Universite

Ecole Nationale Superieure De L'electronique Et De Ses Applications (ensea)

Universite Cote D'azur (uca)

Université Cote D'azur

Ecole Nationale Superieure De L'electronique Et De Ses Applications

Lyes Khacef

Benoît Miramond

Laurent Rodriguez

A neuromorphic computing system configured to be trained using unsupervised learning through distributed computing circuits. The neuromorphic computing system comprises an artificial neural network implemented as a grid of locally connected cells wherein each cell comprises hardware components for neural computing and storage, and is connected to its direct closest neighbors. The neuromorphic computing system comprises a clock system providing periodic active clock edges allowing in each cell to simultaneously and synchronously compute the neuron's Euclidean distance to the input, then compute the Best Matching Unit and the Manhattan distance to it in multiple clock cycles based on a time to Manhattan distance transformation, and finally update the neuron's weights.

Distributed cellular computing system and method for neural-based self-organizing maps

Growing community of inventors

NICE, France

Lyes Khacef