Deep Neural Networks: Algorithms
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Contents:
Maths
Neurons
Layers
Convolutions
Convolutions
Pooling
Regions
Fully Connected
Activations
Normalizations
Regularizations
Losses
Gradients
Networks
Solvers
Models
Applications
Deep Neural Networks: Algorithms
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Convolutions
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Convolutions
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Contents:
Convolutions
1D Convolution
2D Convolution
3D Convolution
Group Convolution
Dilated Convolution
Pooling
Max Pooling
Avg Pooling
RoI Pooling
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