Sökning: "Bayesian Confidence Propagating Neural Network"

Hittade 2 uppsatser innehållade orden Bayesian Confidence Propagating Neural Network.

  1. 1. Effects of Network Size in a Recurrent Bayesian Confidence Propagating Neural Network With two Synaptic Traces

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :William Laius Lundgren; Ludwig Karlsson; [2021]
    Nyckelord :BCPNN; computational brain modelling; shortterm memory; sequential learning; hypercolumns;

    Sammanfattning : A modular Recurrent Bayesian Confidence PropagatingNeural Networks (BCPNN) with two synaptic time tracesis a computational neural network that can serve as a modelof biological short term memory. The units in the network aregrouped into modules called hypercolumns within which there isa competitive winner-takes-all mechanism. LÄS MER

  3. 2. Modelling Immediate Serial Recall using a Bayesian Attractor Neural Network

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Julia Ericson; [2021]
    Nyckelord :Bayesian Confidence Propagating Neural Network; Phonological Loop; Computational model; Immediate serial recall; Bayesian Confidence Propagating Neural Network; Fonologiska loopen; Datorsimulation; Sekventiellt korttidsminne;

    Sammanfattning : In the last decades, computational models have become useful tools for studying biological neural networks. These models are typically constrained by either behavioural data from neuropsychological studies or by biological data from neuroscience. LÄS MER