%Aigaion2 BibTeX export from Idiap Publications %Thursday 21 November 2024 12:51:18 PM @TECHREPORT{Marelli_Idiap-RR-03-2018, author = {Marelli, Fran{\c c}ois}, keywords = {artificial neural network, network size, regularizer}, projects = {Idiap}, month = {3}, title = {Impl{\'{e}}mentation d'un algorithme de r{\'{e}}duction de taille des r{\'{e}}seaux de neurones}, type = {Idiap-RR}, number = {Idiap-RR-03-2018}, year = {2018}, institution = {Idiap}, abstract = {This document describes the implementation of a neuron pruning method with pyTorch, and analyzes the results obtained by applying this method on convolutional and residual networks. The performance of the algorithm is measured in different test cases and with varying parameters.}, pdf = {https://publications.idiap.ch/attachments/reports/2017/Marelli_Idiap-RR-03-2018.pdf} }