Invention Grant
- Patent Title: Multibit neural network
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Application No.: US16723131Application Date: 2019-12-20
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Publication No.: US11645503B2Publication Date: 2023-05-09
- Inventor: Mohit Gupta , Bharani Chakravarthy Chava , Wim Dehaene , Sushil Sakhare
- Applicant: IMEC VZW , Katholieke Universiteit Leuven, KU LEUVEN R&D
- Applicant Address: BE Leuven
- Assignee: Imec vzw,Katholieke Universiteit Leuven
- Current Assignee: Imec vzw,Katholieke Universiteit Leuven
- Current Assignee Address: BE Leuven; BE Leuven
- Agency: McDonnell Boehnen Hulbert & Berghoff LLP
- Priority: EP 248192 2018.12.28
- Main IPC: G06N3/063
- IPC: G06N3/063 ; G06F7/544 ; G06N3/04 ; G11C11/54

Abstract:
A circuit is provided. The circuit includes a sampling circuit connectable to a multibit memory array and that samples a voltage across a sampling capacitor, a capacitance network including a plurality of capacitors and switching elements such that the capacitance network has a capacitance that depends on the configuration of the switching elements, and a buffering circuit configured to charge the capacitance of the capacitance network based on the voltage across the sampling capacitor. The circuit is configured to operate the capacitance network in a first state and a second state, wherein the capacitance in the states depends on an input value to the circuit. The circuit is also configured to charge the capacitance network in the first state and to allow the charge to redistribute within the capacitance network when it changes from the first to the second state. A system and method including such circuits are also provided.
Public/Granted literature
- US20200210822A1 Multibit Neural Network Public/Granted day:2020-07-02
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