Resource-Efficient Neural Networks for Embedded Systems

Resource-Efficient Neural Networks for Embedded Systems

7 January 2020

Günther Schindler

Lukas Pfeifenberger

Sebastian Tschiatschek

Holger Fröning

Zoubin Ghahramani

Papers citing "Resource-Efficient Neural Networks for Embedded Systems"

8 / 8 papers shown

Title
System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sepehr Sharifi Andrea Stocco Lionel C. Briand AI4TS 48 1 0 21 May 2024
Efficient and Flexible Method for Reducing Moderate-size Deep Neural Networks with Condensation Tianyi Chen Zhi-Qin John Xu 40 1 0 02 May 2024
Implications of Noise in Resistive Memory on Deep Neural Networks for Image Classification Yannick Emonds Kai Xi Holger Fröning 22 0 0 11 Jan 2024
S-Rocket: Selective Random Convolution Kernels for Time Series Classification Hojjat Salehinejad Yang Wang Yuanhao Yu Jingshan Tang S. Valaee AI4TS 31 15 0 07 Mar 2022
Resource-efficient Deep Neural Networks for Automotive Radar Interference Mitigation J. Rock Wolfgang Roth Máté Tóth Paul Meissner Franz Pernkopf 17 43 0 25 Jan 2022
Artificial Neural Networks for Sensor Data Classification on Small Embedded Systems Marcus Venzke Daniel Klisch P. Kubik Asad Ali Jesper Dell Missier V. Turau 15 11 0 15 Dec 2020
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 331 1,049 0 10 Feb 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016