A ReLU (Rectified Linear Unit) neuron filter.
SDKs
Framework
class MPSCNNNeuronReLU : MPSCNNNeuron
For each pixel in an image, the filter applies the following function:
This filter is called leaky ReLU in CNN literature. Some CNN literature defines classical ReLU as max(0, x). If you want this behavior, simply set the a property to 0.
class MPSCNNNeuronAn absolute neuron filter.
class MPSCNNNeuronA parametric ELU neuron filter.
class MPSCNNNeuronA hard sigmoid neuron filter.
class MPSCNNNeuronA linear neuron filter.
class MPSCNNNeuronA parametric ReLU (Rectified Linear Unit) neuron filter.
class MPSCNNNeuronA ReLUN neuron filter.
class MPSCNNNeuronA sigmoid neuron filter.
class MPSCNNNeuronA parametric softplus neuron filter.
class MPSCNNNeuronA softsign neuron filter.
class MPSCNNNeuronA hyperbolic tangent neuron filter.
class MPSCNNNeuronA filter that applies a neuron activation function.
class MPSCNNNeuronAn exponential neuron filter.
class MPSCNNNeuronA gradient neuron filter.
class MPSCNNNeuronA logarithm neuron filter.
class MPSCNNNeuronA power neuron filter.
class MPSNNNeuronAn object that specifies properties used by a neuron kernel.