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Rectifier (neural networks)
Known as:
RELU
, Rectifier (disambiguation)
, Softplus
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In the context of artificial neural networks, the rectifier is an activation function defined as where x is the input to a neuron. This is also known…
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Related topics
Related topics
18 relations
Activation function
Artificial neural network
Backpropagation
Computer vision
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Memo No . 067 June 27 , 2017 Theory of Deep Learning III : Generalization Properties of SGD
Chiyuan Zhang
,
Q. Liao
,
A. Rakhlin
,
B. Miranda
,
Noah Golowich
,
T. Poggio
2017
Corpus ID: 9939024
In Theory III we characterize with a mix of theory and experiments the consistency and generalization properties of deep…
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2017
2017
Automatic Horizontal Curve Identification and Measurement Method Using 1 GPS Data 2
Chengbo Ai
2017
Corpus ID: 108285076
8 Horizontal curves play a critical role in roadway safety by providing a smooth transition between 9 tangent sections. Because…
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2016
2016
Depth Separation in ReLU Networks for Approximating Smooth Non-Linear Functions
Itay Safran
,
Ohad Shamir
arXiv.org
2016
Corpus ID: 18815298
We provide a depth-based separation result for feed-forwar d ReLU neural networks, showing that a wide family of non-linear…
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Review
2010
Review
2010
Sparse Rectifier Neural Networks
Xavier Glorot
2010
Corpus ID: 15471704
Rectifying neurons are more biologically plausible than sigmoid neurons, which are more biologically plausible than hyperbolic…
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2010
2010
Automatic Seamless Image Mosaicing: An Approach Based on Quad-tree Technique
M. Ravishankar
2010
Corpus ID: 18988969
In real-life situations, the field of view of the imaging devices is usually smaller than the scene to be imaged, due to the…
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2007
2007
A new configuration for multilevel converters with diode clamped topology
A. Nami
,
Firuz Zare
,
G. Ledwich
,
A. Ghosh
International Symposium on Parameterized and…
2007
Corpus ID: 25504107
Due to the increased use of renewable energy and power electronic applications, more multilevel converters (MLC) are developed. A…
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2005
2005
The Study on Automatic and High-Precision Rectification and Registration of Multi-source Remote Sensing Imagery
Zengxin Yu
2005
Corpus ID: 7031412
The high precise method that automatically rectifying and registering the multi-source remote sensing imagery which are from…
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2005
2005
Bringing Policy Communities Back In: The Case of Fire Service Cover
W. Grant
2005
Corpus ID: 154482416
It is argued that the concept of a policy community has an enduring value in the analysis of public policy, especially if an…
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1986
1986
Nearly Optimum Prefiltering in Clock Recovery
N. D'Andrea
,
U. Mengali
,
Maurizio Moro
IEEE Transactions on Communications
1986
Corpus ID: 10116270
Previous authors have found that jitter-free operation is achievable with appropriate pulse shaping when the nonlinearity in the…
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1984
1984
Gyromagnetic emission and absorption - Approximate formulas of wide validity
P. Robinson
,
D. Melrose
1984
Corpus ID: 55040193
Approximate formulas of wide validity are derived for gyro magnetic emission and absorption of gyromagnetic waves by mildly…
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