Invention Grant
- Patent Title: Neuromorphic processor and operating method thereof
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Application No.: US16451586Application Date: 2019-06-25
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Publication No.: US11694067B2Publication Date: 2023-07-04
- Inventor: Jae-Joon Kim , Jinseok Kim , Taesu Kim
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-si
- Agency: NSIP Law
- Priority: KR 20180074265 2018.06.27
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/06 ; G06F16/22 ; G06N3/063 ; G06F17/16 ; G06N3/049

Abstract:
An operating method of a neuromorphic processor which processes data based on a neural network including a first layer including axons and a second layer including neurons includes receiving synaptic weights between the first layer and the second layer, decomposing the synaptic weights into presynaptic weights, a number of which is identical to a number of the axons, and postsynaptic weights, a number of which is identical to a number of the synaptic weights, and storing the presynaptic weights and the postsynaptic weights. A precision of each of the synaptic weights is a first number of bits, a precision of each of the presynaptic weights is a second number of bits, and a precision of each of the postsynaptic weights is a third number of bits. The third number of the bits is smaller than the first number of the bits.
Public/Granted literature
- US20200005126A1 NEUROMORPHIC PROCESSOR AND OPERATING METHOD THEREOF Public/Granted day:2020-01-02
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