A Distributed Framework for the Construction of Transport Maps

no code implementations • 25 Jan 2018 • Diego A. Mesa, Justin Tantiongloc, Marcela Mendoza, Todd P. Coleman

We also leverage findings from nonequilibrium thermodynamics to represent the transport map as a composition of simpler maps, each of which is learned sequentially with a transport cost regularized version of the aforementioned problem formulation.

Bayesian Inference

A Low Power, Fully Event-Based Gesture Recognition System

no code implementations • CVPR 2017 • Arnon Amir, Brian Taba, David Berg, Timothy Melano, Jeffrey McKinstry, Carmelo Di Nolfo, Tapan Nayak, Alexander Andreopoulos, Guillaume Garreau, Marcela Mendoza, Jeff Kusnitz, Michael Debole, Steve Esser, Tobi Delbruck, Myron Flickner, Dharmendra Modha

We present the first gesture recognition system implemented end-to-end on event-based hardware, using a TrueNorth neurosynaptic processor to recognize hand gestures in real-time at low power from events streamed live by a Dynamic Vision Sensor (DVS).

Gesture Recognition