We aim at bringing AI from data centers to the edge. Lower energy consumption will improve battery-powered devices autonomy. Moreover, no need for data transfer over the network will ultimately enhance privacy and provide better data security.
Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz. Stochastic Computing for Hardware Implementation of Binarized Neural Networks. IEEE Access, 2019.
Towards Binarized Neural Networks Hardware
Dec 17, 2018