1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation

Partha Maji, Robert Mullins. 1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation. In Alessandra Lintas, Stefano Rovetta, Paul F. M. J. Verschure, Alessandro E. P. Villa, editors, Artificial Neural Networks and Machine Learning - ICANN 2017 - 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II. Volume 10614 of Lecture Notes in Computer Science, pages 21-29, Springer, 2017. [doi]

Abstract

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