TY  - JOUR 
AU  - Romero Zaliz, Rocio Celeste
AU  - Jiménez Molinos, Francisco
AU  - Roldán Aranda, Juan Bautista
PY  - 2021
UR  - http://hdl.handle.net/10481/66567
AB  - A comprehensive analysis of two types of artificial neural networks (ANN) is performed to
assess the influence of quantization on the synaptic weights. Conventional multilayer-perceptron
(MLP) and convolutional neural networks (CNN) have been...
LA  - eng
PB  - MDPI
KW  - Memristor
KW  - Multilevel operation
KW  - Hardware neural network
KW  - Deep neural networks
KW  - Convolutional neural networks
KW  - Image recognition
TI  - Study of Quantized Hardware Deep Neural Networks Based on Resistive Switching Devices, Conventional versus Convolutional Approaches
DO  - 10.3390/electronics10030346
ER  -