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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

Related topics

6 relations
Artificial neural networkDeep learningHelmholtz machineMachine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Intra- and Inter-epoch Temporal Context Network (IITNet) for Automatic Sleep Stage Scoring
This study proposes a novel deep learning model, called IITNet, to learn intra- and inter-epoch temporal contexts from a raw… 
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
Letter N-Gram-based Input Encoding for Continuous Space Language Models
We present a letter-based encoding for words in continuous space language models. We represent the words completely by letter n… 
2012
2012
Prediction of fatigue and sleep onset using HRV analysis
In the paper objective syndromes associated with sleep onset and fatigue based on the analysis of heart rate variability (HRV… 
2010
2010
SLEEP DEPRIVATION AND INTERFERENCE BY EMOTIONAL DISTRACTERS Sleep Deprivation and Interference by Emotional Distracters
1305 Emotional Distractibility during Sleep Deprivation—Chuah et al EMOTION IS A DOUBLE-EDGED SWORD THAT CAN ENHANCE1-3 OR HINDER… 
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… 
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… 
Highly Cited
1998
Highly Cited
1998
“Brain music” in the treatment of patients with insomnia
The effects of a new nonpharmacological method of treating insomnia—“brain music”—were studied. The method is based on the… 
1983
1983
The role of β- and α-adrenoceptors in the regulation of the stages of the sleep-waking cycle in the cat
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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