Matching Representations of Explainable Artificial Intelligence and Eye Gaze for Human-Machine Interaction

no code implementations • 30 Jan 2021 • Tiffany Hwu, Mia Levy, Steven Skorheim, David Huber

In this work, we examine the correlations between LRP heatmap explanations of a neural network trained to predict driving behavior and eye gaze heatmaps of human drivers.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1

A Self-Driving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware

no code implementations • 4 Nov 2016 • Tiffany Hwu, Jacob Isbell, Nicolas Oros, Jeffrey Krichmar

Neuromorphic computing is a promising solution for reducing the size, weight and power of mobile embedded systems.