Commissariat &#xc0; L'&#xc9;nergie Atomique Et Aux &#xc9;nergies Alternatives

Renault

Renault S.a.s.

Jean-Marc Philippe

Marc Duranton

Alexandre Carbon

Olivier Bichler

Nicolas Ventroux

Raphaël David

Michel Paindavoine

Laurent Le Garff

Robert Faure

Laurent Forgeot

Jean-Yves Stineau

The electronic architecture carries out the management of the functions of a vehicle, the functions being implemented via a set of sensors and actuators, the architecture comprising at least: a central computer; a real-time communication network; a set of interface modules, each module: aggregating signals from at least one of the sensors and sending the signals to the central computer via the communication network; and/or distributing control signals to at least one of the actuators; the central computer driving the actuators according to the signals from the sensors, the control signals for the actuators being sent to the interface modules via the communication network.

Electronic architecture for onboard system

A circuit comprises a series of calculating blocks that can each implement a group of neurons; a transformation block that is linked to the calculating blocks by a communication means and that can be linked at the input of the circuit to an external data bus, the transformation block transforming the format of the input data and transmitting the data to said calculating blocks by means of K independent communication channels, an input data word being cut up into sub-words such that the sub-words are transmitted over multiple successive communication cycles, one sub-word being transmitted per communication cycle over a communication channel dedicated to the word such that the N channels can transmit K words in parallel.

Electronic circuit, particularly for the implementation of neural networks with multiple levels of precision

A neuron circuit is capable of producing a weighted sum of digitized input signals and applying an activation function to the weighted sum so as to produce a digitized activation signal as output. The circuit includes at least: one multiplier multiplying each input signal (xto x) with a weight value (wto w), one accumulator accumulating the results of the multiplier so as to produce the weighted sum, and one activation unit executing the activation function. The activation unit comprises at least one shift unit and at least one saturation unit capable of approximating a non-linear activation function. The result of the approximated activation function is obtained by one or more arithmetic shifts applied to the weighted sum.

Optimized neuron circuit, and architecture and method for executing neural networks

An implementation of neural networks on silicon for the processing of various signals comprises multidimensional signals such as images. The efficient implementation on silicon of a complete processing chain for the signal via the approach using neural networks is provided. The circuit comprises at least: a series of neuro-blocks grouped together in branches composed of a group of neuro-blocks and a broadcasting bus, the neuro-blocks connected to the broadcasting bus; a routing unit connected to the broadcasting bus of the branches, carrying out the routing and broadcasting of data to and from the branches; a transformation module connected to the routing unit via an internal bus and designed to be connected at the input of the circuit to an external databus, the module carrying out the transformation of input data into serial coded data. The processing operations internal to the circuit are carried out according to a serial communications protocol.

Electronic circuit, in particular capable of implementing a neural network, and neural system

A signal processing module comprises at least one operational unit incorporating computation units, input and output interfaces able to be linked to a bus and a memory storing data destined for the computation units, the memory being organized so that each data word is stored column-wise over several addresses according to an order dependent on the application, a column having a width of one bit, the words being transferred in series to the computation units.

Growing community of inventors

Gif-sur-Yvette, France

Jean-Marc Philippe