Nicolas LECLAIRE

The general topic of this thesis is hardware and software infrastructure for the efficient execution of neural networks. In particular, the objective is to study the interesting strategies to equip a family of processors with hardware accelerators associated with a software architecture for the efficient execution of neural networks.
The main issues are related to the ability to ship the smart node or nodes in SoCs that are highly constrained in terms of area, energy consumption and available computing power.