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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

6 relations
Artificial neural networkDeep learningHelmholtz machineMachine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2017
Highly Cited
2017
Controllable Text Generation
Generic generation and manipulation of text is challenging and has limited success compared to recent deep generative modeling in… 
2013
2013
Apnea Detection based on Respiratory Signal Classification
Highly Cited
2012
Highly Cited
2012
Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models
In this paper, we propose an automatic sleep-scoring method combining multiscale entropy (MSE) and autoregressive (AR) models for… 
Highly Cited
2011
Highly Cited
2011
Wavelet Analysis and Applications
Wavelet Theory.- Local Smoothness Conditions on a Function Which Guarantee Convergence of Double Walsh-Fourier Series of This… 
Highly Cited
2007
Highly Cited
2007
The 65-nm 16-MB Shared On-Die L3 Cache for the Dual-Core Intel Xeon Processor 7100 Series
The 16-way set associative, single-ported 16-MB cache for the Dual-Core Intel Xeon Processor 7100 Series uses a 0.624 mum2 cell… 
Highly Cited
2007
Highly Cited
2007
HealthGear: Automatic Sleep Apnea Detection and Monitoring with a Mobile Phone
We present HealthGear, a real-time wearable system for monitoring, visualizing and analyzing physiological signals. HealthGear… 
Highly Cited
2003
Highly Cited
2003
Distributed sleep transistor network for power reduction
  • Changbo LongLei He
  • IEEE Transactions on Very Large Scale Integration…
  • 2003
  • Corpus ID: 15078302
Sleep transistors are effective to reduce leakage power during standby modes. The cluster-based design was proposed to save sleep… 
Highly Cited
2002
Highly Cited
2002
Sleep spindles detection using short time Fourier transform and neural networks
Sleep spindles are 2 hallmark of the stage 2 sleep. Their distribution over the non-REM sleep is clinically important. In this… 
Highly Cited
1996
Highly Cited
1996
Structure Determination of an Endogenous Sleep-Inducing Lipid, cis-9-Octadecenamide (Oleamide): A Synthetic Approach to the Chemical Analysis of Trace Quantities of a Natural Product
The pursuit of endogenous sleep-inducing substances has been the focus of an extensive, complicated body of research. Several… 
Highly Cited
1993
Highly Cited
1993
Developmental aspects of sleep apnoea in northern elephant seals, Mirounga angustirostris
Northern elephant seals, Miroungu angustirostris, breathe irregularly while sleeping on land, alternating bouts of breath-holding… 
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