FRACTIONAL CONVOLUTIONAL KERNELS

FRACTIONAL CONVOLUTIONAL KERNELS

An apparatus to facilitate fractional convolutional kernels is disclosed. The apparatus includes one or more processors comprising a convolution circuit of a neural network, the convolution circuit to initialize a set of parameters of a fractional convolutional kernel, the set of parameters comprisi...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Cruz Vargas, Jesus Adan, Camacho Perez, Jose Rodrigo, Cordourier Maruri, Hector A, Tickoo, Omesh, Zamora Esquivel, Julio C, Lopez Meyer, Paulo
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:An apparatus to facilitate fractional convolutional kernels is disclosed. The apparatus includes one or more processors comprising a convolution circuit of a neural network, the convolution circuit to initialize a set of parameters of a fractional convolutional kernel, the set of parameters comprising at least a fractional derivative parameter that is initialized with a fractional value, and apply the fractional convolutional kernel to input data to convolve the input data to obtain output data.