Activation DLLs

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Activation
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Activation components consist of the Axon and Synapse families. The Axon family implements common variations on the nonlinear instantaneous maps employed by neural models. Each axon represents a layer, or vector, of processing elements (PEs). The Synapse family implements the dynamic linear mapping characteristics of the neuron. Each synapse operates between two axons; it will receive input from, and provide output to, components belonging to the Axon family.

Customizing any of these components for supervised learning requires the creation of a DLL for both the activation component and the corresponding backprop dual. The responsibility of the backprop component is to compute the gradients and sensitivities for the attached activation component.

Axon DLLs

Synapse DLLs