Sökning: "Andrea De Giorgio"

Hittade 2 uppsatser innehållade orden Andrea De Giorgio.

1. 1. A study on the similarities of Deep Belief Networks and Stacked Autoencoders

   Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

   Författare :Andrea de Giorgio; [2015]
   Nyckelord :Deep Learning; Restricted Boltzmann Machine; Stacked Autoencoder; Autoencoder; Depp Belief Network; Machine Learning; Computer Science; F-Mapping;

   Sammanfattning : Restricted Boltzmann Machines (RBMs) and autoencoders have been used - in several variants - for similar tasks, such as reducing dimensionality or extracting features from signals. Even though their structures are quite similar, they rely on different training theories. LÄS MER

3. 2. Apprendimento e codifica neurale di comportamenti multipli

   Kandidat-uppsats,

   Författare :Andrea de Giorgio; [2013]
   Nyckelord :;

   Sammanfattning : In this thesis I demonstrated how a singular neural network can potentially represent the set of more latent neural circuits, able to execute different functions, based on an input encoding so to reprogram their functionality. Such programmable structure, in passing from one behavior to another, does not require further learning procedures, nor any structural modifications. LÄS MER