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Ruiz, Carolina
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Kong, Xiangnan
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Exploring Internal Representations Learned by Autoencoders for Sleep EEG
Palabra clave:
denoising autoencoders
,
machine learning
,
disentangled representations
,
power spectrogram
,
beta-variational autoencoders
, and
sleep eeg signal analysis
Creador:
Soota, Akshit
Advisor:
Alvarez, Sergio A.
and
Ruiz, Carolina
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2024-08-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series
Palabra clave:
Feature extraction
,
Human Sleep
,
Interpretable Deep learning
,
Feature Visualization
, and
Learning representations
Creador:
Paisarnsrisomsuk, Sarun
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2021-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Creador
Paisarnsrisomsuk, Sarun
1
Soota, Akshit
1
Advisor
Alvarez, Sergio A.
2
Ruiz, Carolina
[remove]
2
Contributor
Alvarez, Sergio A.
2
Kong, Xiangnan
[remove]
2
Ruiz, Carolina
2
Whitehill, Jacob Richard
1
Unit (Department)
Computer Science
2
Editor
Worcester Polytechnic Institute
2
UN SDG
3 - Good Health and Well-being
1
Tipo de recurso
Dissertation
1
Thesis
1