Large-Scale FPGA-Based Convolutional Networks

Clément Farabet, Yann LeCun, Koray Kavukcuoglu, Berin Martini, Polina Akselrod, Selcuk Talay, Eugenio Culurciello

Year: 2011
Citations: 122

Abstract

Micro-robots, unmanned aerial vehicles, imaging sensor networks, wireless phones, and other embedded vision systems all require low cost and high-speed implementations of synthetic vision systems capable of recognizing and categorizing objects in a scene.

Keywords

Field-programmable gate arrayImplementationComputer scienceArtificial intelligenceComputer visionScale (ratio)Convolutional neural networkEmbedded systemWirelessWireless sensor network

Large-Scale FPGA-Based Convolutional Networks

Abstract

Keywords

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