Aggregate adjustments in a cross bar neural network

Method, systems, crosspoint arrays, and systems for tuning a neural network. A crosspoint array includes: a set of conductive rows, a set of conductive columns intersecting the set of conductive rows to form a plurality of crosspoints, a circuit element coupled to each of the plurality of crosspoint...

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Bibliographische Detailangaben
Hauptverfasser: Ren, Zhibin, Kim, Seyoung, Leobandung, Effendi, Solomon, Paul Michael
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Method, systems, crosspoint arrays, and systems for tuning a neural network. A crosspoint array includes: a set of conductive rows, a set of conductive columns intersecting the set of conductive rows to form a plurality of crosspoints, a circuit element coupled to each of the plurality of crosspoints configured to store a weight of the neural network, a voltage source associated with each conductive row, a first integrator attached at the end of at least one of the conductive column, and a first variable resistor attached to the integrator and the end of the at least one conductive column.