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Wake-sleep algorithm

The wake-sleep algorithm is an unsupervised learning algorithm for a stochastic multilayer neural network. The algorithm adjusts the parameters so as… 
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Related topics

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Artificial neural networkDeep learningHelmholtz machineMachine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Different neural networks approaches for identification of obstructive sleep apnea
Obstructive sleep apnea (OSA) is one of the most common breathing-related sleep disorders affecting individuals of different age… 
2015
2015
SSTBC: Sleep scheduled and tree-based clustering routing protocol for energy-efficient in wireless sensor networks
Since sensor nodes are battery power constrained devices in wireless sensor network (WSN), so how to use the energy of sensor… 
2013
2013
A method for the automatic analysis of the sleep macrostructure in continuum
2011
2011
Computer Assisted Automatic Sleep Scoring System Using Relative Wavelet Energy Based Neuro Fuzzy Model
This paper addresses the automated scoring of sleep stages using Electroencephalograph (EEG). The change in the Sleep Stages is… 
2008
2008
Respiratory motion visualization and the sleep apnea diagnosis with the time of flight (ToF) camera
A new non-invasive method for diagnosis of sleep apnea, this diagnosis method is based on respiratory motion visualization with a… 
2007
2007
ARTEFACT DETECTION IN SLEEP EEG BY THE USE OF KALMAN FILTERING
Inverse filtering can be used to identify transient events. Often, artefacts in the EEG are such transient events. Sleep EEG data… 
2007
2007
A Bayesian Model Averaging Methodology for Detecting EEG Artifacts
In this paper we describe a Bayesian Model Averaging (BMA) methodology developed for detecting artifacts in electroencephalograms… 
2007
2007
Locating the Upper Body of Covered Humans in application to Diagnosis of Obstructive Sleep Apnea
Obstructive Sleep Apnea is increasingly seen as a common and important condition, contributing to sleep disturbance and… 
Highly Cited
2005
Highly Cited
2005
Self-stopping worms
Modern network worms spread with tremendous speed-potentially covering the planet in mere seconds. However, for most worms, this… 
1976
1976
Apprentissage d'un labyrinthe en y chez deux souches de souris. effets de la privation instrumentale et pharmacologique du sommeil
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