Foveal-pit inspired filtering of DVS spike response

no code implementations • 29 May 2021 • Shriya T. P. Gupta, Pablo Linares-Serrano, Basabdatta Sen Bhattacharya, Teresa Serrano-Gotarredona

In this paper, we present results of processing Dynamic Vision Sensor (DVS) recordings of visual patterns with a retinal model based on foveal-pit inspired Difference of Gaussian (DoG) filters.

Fully-parallel Convolutional Neural Network Hardware

no code implementations • 22 Jun 2020 • Christiam F. Frasser, Pablo Linares-Serrano, V. Canals, Miquel Roca, T. Serrano-Gotarredona, Josep L. Rossello

A new trans-disciplinary knowledge area, Edge Artificial Intelligence or Edge Intelligence, is beginning to receive a tremendous amount of interest from the machine learning community due to the ever increasing popularization of the Internet of Things (IoT).

BIG-bench Machine Learning Edge-computing