Update unit, neuromorphic circuit including same, and method of operating neuromorphic circuit

By using capacitors with low write noise and small comparator circuit components, update cell arrays and inference cell arrays were designed, solving the problems of high area and power consumption in neuromorphic computing, and realizing energy-saving, low-noise neuromorphic circuits and learning methods.

CN120981817APending Publication Date: 2025-11-18SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
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Patent Information

Application Number
CN202480022582.5
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Priority Date
2024-02-08
Filing Date
2024-03-21
Publication Date
2025-11-18

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Abstract

An update unit, a neuromorphic circuit including the same, and a method of operating the neuromorphic circuit are disclosed. The disclosed neuromorphic circuit may include an update cell array, which may include: a plurality of word lines; a plurality of bit lines crossing the plurality of word lines; and a plurality of update units disposed at a plurality of intersections of the plurality of word lines and the plurality of bit lines, respectively, the update units may include: a capacitor including a first electrode and a second electrode; a switching transistor including a first node connected to the second electrode, a second node connected to the bit line, and a gate connected to the word line; and a charge / discharge circuit unit connected to the capacitor and configured to charge and discharge the capacitor. A comparison circuit section connected to each of the plurality of bit lines may also be provided, and the comparison circuit section may be configured to output a first signal, a second signal, and a third signal separately based on a positive (+) threshold voltage and a negative (-) threshold voltage.
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