Processing-In-Memory(PIM) system and operating method of the PIM system
The PIM system addresses data communication limitations by integrating memory and computation, performing MAC operations deterministically to enhance AI hardware performance in deep learning applications.
Patent Information
- Application Number
- KR1020200006903
- Authority / Receiving Office
- KR · KR
- Patent Type
- Patents
- Current Assignee / Owner
- Filing Date
- 2020-01-17
- Publication Date
- 2026-07-15
- Estimated Expiration
- 2040-01-17
AI Technical Summary
Conventional hardware systems with separated memory and processors face limitations in data communication, hindering the performance of artificial intelligence hardware, particularly in deep learning applications where neural networks require extensive computation and data processing.
A PIM system comprising a PIM device and a PIM controller that performs multiplying-accumulating (MAC) operations in a deterministic manner, with the PIM controller controlling memory and MAC operations, and includes a MAC operator to perform matrix multiplication between data from storage areas.
The PIM system enhances data processing speed and efficiency by integrating memory and computation within a semiconductor chip, enabling deterministic MAC operations for improved AI performance.
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Abstract
Citation Information
Patent Citations
Semiconductor memory device and operation method thereof
KR1020170136055A
Techniques for current-sensing circuit design for compute-in-memory
US20190102170A1