Invention Publication
- Patent Title: METHOD AND DEVICE WITH NEURAL NETWORK IMPLEMENTATION
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Application No.: US18489209Application Date: 2023-10-18
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Publication No.: US20240046082A1Publication Date: 2024-02-08
- Inventor: Hyeongseok YU , Hyeonuk SIM , Jongeun LEE
- Applicant: Samsung Electronics Co., Ltd. , UNIST(ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY)
- Applicant Address: KR Suwon-si
- Assignee: Samsung Electronics Co., Ltd.,UNIST(ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY)
- Current Assignee: Samsung Electronics Co., Ltd.,UNIST(ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY)
- Current Assignee Address: KR Suwon-si; KR Ulsan
- Priority: KR 20190162910 2019.12.09
- Main IPC: G06N3/063
- IPC: G06N3/063 ; G06N3/04

Abstract:
A neural network device including an on-chip buffer memory that stores an input feature map of a first layer of a neural network, a computational circuit that receives the input feature map of the first layer through a single port of the on-chip buffer memory and performs a neural network operation on the input feature map of the first layer to output an output feature map of the first layer corresponding to the input feature map of the first layer, and a controller that transmits the output feature map of the first layer to the on-chip buffer memory through the single port to store the output feature map of the first layer and the input feature map of the first layer together in the on-chip buffer memory.
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