cvnn
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Complex Layers
Activation Functions
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Complex Metrics
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Complex-Valued Neural Network (CVNN)
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Complex-Valued Neural Network (CVNN)
¶
Author:
Agustin Barrachina
Version:
1.2.22 of 09/26/2022
Content
¶
Installation
Using Anaconda
Using PIP
Using GitHub
Getting Started
Complex Layers
Complex Convolution
Complex Dense
Complex Pooling
Complex Upsampling techniques
Complex Dropout
Complex Batch Normalization
Activation Functions
TYPE A: Cartesian form
TYPE B: Polar form
Complex input, real output
ReLU-based
Phasor activation functions
Elementary Transcentental Functions
Losses
Complex Average Cross Entropy
Complex Weighted Average Cross Entropy
Complex Average Cross Entropy Ignore Unlabeled
Complex Weighted Average Cross Entropy Ignore Unlabeled
Complex Mean Square Error
Complex Metrics
Complex Average Accuracy
Initializers
Glorot Uniform
Glorot Normal
He Normal
He Uniform
Code Examples
Small complex-regression example
MNIST Example
CIFAR 10
Fashion MNIST
Publication results
Correlated Noise
About Me
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