Class information for:
Level 1: DEEP LEARNING//HIERARCHICAL FEATURE LEARNING//RESTRICTED BOLTZMANN MACHINES

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
22059 338 32.5 43%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
629 13118 NEURAL NETWORKS//IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DEEP LEARNING Author keyword 7 13% 14% 49
2 HIERARCHICAL FEATURE LEARNING Author keyword 4 75% 1% 3
3 RESTRICTED BOLTZMANN MACHINES Author keyword 4 36% 3% 9
4 RESTRICTED BOLTZMANN MACHINE Author keyword 3 22% 4% 14
5 AUTOENCODER NETWORK Author keyword 2 67% 1% 2
6 CONTRASTIVE DIVERGENCE LEARNING Author keyword 2 67% 1% 2
7 HIERARCHICAL GENERATIVE MODELS Author keyword 2 67% 1% 2
8 DEEP ARCHITECTURES Author keyword 2 50% 1% 3
9 DEEP BELIEF NETWORKS Author keyword 2 19% 3% 10
10 AUTO ENCODERS Author keyword 2 36% 1% 4

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 DEEP LEARNING 7 13% 14% 49 Search DEEP+LEARNING Search DEEP+LEARNING
2 HIERARCHICAL FEATURE LEARNING 4 75% 1% 3 Search HIERARCHICAL+FEATURE+LEARNING Search HIERARCHICAL+FEATURE+LEARNING
3 RESTRICTED BOLTZMANN MACHINES 4 36% 3% 9 Search RESTRICTED+BOLTZMANN+MACHINES Search RESTRICTED+BOLTZMANN+MACHINES
4 RESTRICTED BOLTZMANN MACHINE 3 22% 4% 14 Search RESTRICTED+BOLTZMANN+MACHINE Search RESTRICTED+BOLTZMANN+MACHINE
5 AUTOENCODER NETWORK 2 67% 1% 2 Search AUTOENCODER+NETWORK Search AUTOENCODER+NETWORK
6 CONTRASTIVE DIVERGENCE LEARNING 2 67% 1% 2 Search CONTRASTIVE+DIVERGENCE+LEARNING Search CONTRASTIVE+DIVERGENCE+LEARNING
7 HIERARCHICAL GENERATIVE MODELS 2 67% 1% 2 Search HIERARCHICAL+GENERATIVE+MODELS Search HIERARCHICAL+GENERATIVE+MODELS
8 DEEP ARCHITECTURES 2 50% 1% 3 Search DEEP+ARCHITECTURES Search DEEP+ARCHITECTURES
9 DEEP BELIEF NETWORKS 2 19% 3% 10 Search DEEP+BELIEF+NETWORKS Search DEEP+BELIEF+NETWORKS
10 AUTO ENCODERS 2 36% 1% 4 Search AUTO+ENCODERS Search AUTO+ENCODERS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 CONTRASTIVE DIVERGENCE 21 85% 3% 11
2 SLOW FEATURE ANALYSIS 5 30% 4% 13
3 COMPLEX CELL PROPERTIES 3 33% 2% 8
4 DENOISING AUTOENCODERS 1 50% 1% 2
5 RESTRICTED BOLTZMANN MACHINES 1 40% 1% 2
6 NATURAL IMAGE SEQUENCES 1 33% 1% 2
7 CHROMATIC STRUCTURE 1 50% 0% 1
8 NETWORK LEARNS 1 50% 0% 1
9 INVARIANCES 1 29% 1% 2
10 DEEP BELIEF 0 33% 0% 1

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Deep learning 2015 3 33 33%
Representation Learning: A Review and New Perspectives 2013 120 45 38%
Learning multiple a layers of representation 2007 105 19 16%
To recognize shapes, first learn to generate images 2007 32 12 33%
Learning to represent visual input 2010 16 17 24%
On the challenge of learning complex functions 2007 4 11 36%
Neural Networks and Neuroscience-Inspired Computer Vision 2014 2 50 10%
Symbolic functions from neural computation 2012 4 13 15%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 NEUROBIOPSYCHOL 1 22% 1.2% 4
2 EHT ZURICH 1 50% 0.3% 1
3 MEDIA ANALYT 1 50% 0.3% 1
4 NEUROINFORMAT COMPUTAT NEUROSCI DOCTORAL TRAINI 1 50% 0.3% 1
5 SHANGHAI EDUC COMMISS INTELLIGENT INTERACT COGN 1 50% 0.3% 1
6 TECHNOL EXPT 1 50% 0.3% 1
7 MACHINE LEARNING PERCEPT 0 33% 0.3% 1
8 BEIJING NETWORKED MULTIMEDIA 0 25% 0.3% 1
9 COGNIT VIS GRP 0 25% 0.3% 1
10 CORTEX GRP 0 20% 0.3% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000166609 NEOCOGNITRON//DYNAMIC LINK MATCHING//FEATURE ASSESSMENT
2 0.0000159405 ACTIVE INFERENCE//PREDICTIVE CODING//FREE ENERGY PRINCIPLE
3 0.0000095395 PEDESTRIAN DETECTION//HUMAN DETECTION//PEOPLE COUNTING
4 0.0000094366 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//OS ELM
5 0.0000090051 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
6 0.0000090029 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE RANK//NON NEGATIVE MATRIX FACTORIZATION
7 0.0000084503 VIDEO COPY DETECTION//MOBILE LANDMARK RECOGNITION//SCENE CLASSIFICATION
8 0.0000083664 INFERIOR TEMPORAL VISUAL CORTEX//MVPA//INFERIOR TEMPORAL CORTEX
9 0.0000074125 VISUAL STYLOMETRY//ARTIST RECOGNITION//CANVAS WEAVE
10 0.0000072066 SYSTEMATICITY//LONG TERM DEPENDENCIES//CONNECTIONISM