Live Demonstration: Event-Driven Deep Neural Network Hardware System for Sensor Fusion

被引：0

作者：

Kiselev, Ilya ^{[1
]}

Neil, Daniel

Liu, Shih-Chii

机构：

[1] Univ Zurich, Inst Neuroinformat, Zurich, Switzerland

来源：

2016 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) | 2016年

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We demonstrate an interactive digit recognition system using a spiking Deep Neural Network (DNN) FPGA-based system connected to two event-driven sensors: a Dynamic Vision Sensor (DVS) and a Dynamic Audio Sensor (DAS). Sensor fusion is demonstrated on a digit classification task using a DNN trained on the MNIST dataset supplemented by assignment of a unique pure tone for each digit.

引用

页码：452 / 452

页数：1

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