Neural Architectures and Systems and Methods of Their Translation

Neural Architectures and Systems and Methods of Their Translation

A method and a system for implementing a mathematical algorithm in a neural architecture and transferring that neural architecture to an integrated circuit (IC) chip. The neural architecture has neurons that are capable of converting current to frequency, voltage to frequency, frequency to frequency...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Lowry, Nathan, Poppe, Dorothy Carol, Hollosi, Brent, Freifeld, Geremy, Wood, Richard Joseph, Uy, Wes, Salthouse, Christopher, D'Angelo, Robert, Huang, Haiyao
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method and a system for implementing a mathematical algorithm in a neural architecture and transferring that neural architecture to an integrated circuit (IC) chip. The neural architecture has neurons that are capable of converting current to frequency, voltage to frequency, frequency to frequency and time to frequency. The neurons can have multi-sensor inputs (multiple synapses) for either scaling or inhibiting neuron outputs. The neural architecture-to-hardware conversion method is specifically tailored for neural architectures for image processing applications.