Higher Layer Descriptor

class pyogmaneo.HigherLayerDesc

Describes the higher (all but bottom-most) layers of the hierarchy during initialization

(Int3) HigherLayerDesc._hiddenSize

Hidden layer sparse coder (AKA encoder) size

(int32) HigherLayerDesc._ffRadius

Feed-forward (bottom-up) sparse coder (AKA encoder) radius. Must be 0 or greater

(int32) HigherLayerDesc._pRadius

Feed-back (top-down) predictor radius. Must be 0 or greater

(int32) HigherLayerDesc._ticksPerUpdate

Temporal horizon of sparse coder (AKA encoder). Must be greater than or equal to 1

(int32) HigherLayerDesc._temporalHorizon

Temporal horizon of sparse coder (AKA encoder). Must be greater than or equal to HigherLayerDesc._ticksPerUpdate

HigherLayerDesc.__init__(self)

Initialize to sensible defaults

HigherLayerDesc.__init__(self, hiddenSize, ffRadius, pRadius, ticksPerUpdate, temporalHorizon)

Initialize to given values