Computing-in-Memory (CiM) 란 무엇인가? / "Top Programing Language 2023"

Computing-in-Memory (CiM) 란 무엇인가? / "Top Programing Language 2023" IEEE Spectrum Magazine, Sep.,2023

반도체 설계 도구는 그저 도구일 뿐이다. 그동안 반도체 설계의 과정을 개략적으로 이해한 만큼 도구에서 알고리즘과 그에 맞는 컴퓨팅 구조로 시야를 넓혀보자. 인공지능과 기계학습이 각광을 받으며 대두된 CiM에 대하여 '주간 세미나' 논의해 보는 시간을 가져보기로 한다.

어울러 IEEE 에서 설문으로 가장 각광받고 있는 컴퓨팅 언어를 조사한 결과를 Spectrum 지 9월호에 발표했다. 함께 읽어보고 토의해 보자.

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What is In-Memory Computing means ?
https://www.techopedia.com/definition/28539/in-memory-computing

https://hazelcast.com/glossary/in-memory-computation/

In-Memory Processing

https://en.wikipedia.org/wiki/In-memory_processing

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Types of In-Memory Computing
https://www.gridgain.com/wiki/Types_of_In-Memory_Computing

Contents

1. In-Memory Database Caching
2. In-Memory Data Grid
3. In-Memory Databases
4. In-Memory Streaming
5. In-Memory Accelerators
6. In-Memory Computing Platforms

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Event data-based computation-in-memory(CiM) configuration by co-designing  integrated in-sensor and CiM computing for extremely energy-efficient edge computing
https://iopscience.iop.org/article/10.35848/1347-4065/ac5533/pdf
https://iopscience.iop.org/article/10.35848/1347-4065/ac5533/meta

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An efficient VLSI architecture for data encryption standard and its FPGA implementation
https://ieeexplore.ieee.org/document/7593054/authors

FPGA implementation of fast digital FIR and IIR filters
https://www.researchgate.net/publication/331992222_FPGA_implementation_of_fast_digital_FIR_and_IIR_filters

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VLSI @ NU
http://nu-vlsi.eecs.northwestern.edu/publication.html

A General-Purpose Compute-in-Memory Processor Combining CPU and Deep Learning with State-of-the-art CPU Efficiency and Enhanced Data Locality, VLSI Symposium on Circuits and Technology (VLSI), 2023.(pdf)

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IEEE Explorer (Search keyword: VLSI)
https://ieeexplore.ieee.org/search/searchresult.jsp?newsearch=true&queryText=vlsi

Functional verification of DSP based on-board VLSI designs
https://ieeexplore.ieee.org/document/7593030

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IEEE Spectrum Magazine
https://spectrum.ieee.org/

Top Programing Language 2023
https://spectrum.ieee.org/the-top-programming-languages-2023

2023년 최고 인기 컴퓨팅 언어는 파이썬(Python)
https://goodkook.blogspot.com/2023/09/2023-python.html

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Area, Speed and Power Optimized Implementation of a Band‑Pass FIR Filter Using High‑Level Synthesis
https://www.researchgate.net/publication/353012635_Area_Speed_and_Power_Optimized_Implementation_of_a_Band-Pass_FIR_Filter_Using_High-Level_Synthesis