scholarly journals Verification of Embedded Memory Systems using Efficient Memory Modeling

2005 ◽  
Author(s):  
M.K. Ganai ◽  
A. Gupta ◽  
P. Ashar
Keyword(s):  
Memory Systems ◽  
Embedded Memory ◽  
Efficient Memory ◽  
Memory Modeling

scholarly journals Study on the Implementation of a Simple and Effective Memory System for an AI Chip

Electronics ◽  
2021 ◽  
Vol 10 (12) ◽  
pp. 1399
Author(s):  
Taepyeong Kim ◽  
Sangun Park ◽  
Yongbeom Cho
Keyword(s):  
High Speed ◽  
Memory Systems ◽  
Memory System ◽  
External Memory ◽  
Essential Factor ◽  
Wide Bandwidth ◽  
Reading And Writing ◽  
Data Skew ◽  
Lower Performance ◽  
Efficient Memory

In this study, a simple and effective memory system required for the implementation of an AI chip is proposed. To implement an AI chip, the use of internal or external memory is an essential factor, because the reading and writing of data in memory occurs a lot. Those memory systems that are currently used are large in design size and complex to implement in order to handle a high speed and a wide bandwidth. Therefore, depending on the AI application, there are cases where the circuit size of the memory system is larger than that of the AI core. In this study, SDRAM, which has a lower performance than the currently used memory system but does not have a problem in operating AI, was used and all circuits were implemented digitally for simple and efficient implementation. In particular, a delay controller was designed to reduce the error due to data skew inside the memory bus to ensure stability in reading and writing data. First of all, it verified the memory system based on the You Only Look Once (YOLO) algorithm in FPGA to confirm that the memory system proposed in AI works efficiently. Based on the proven memory system, we implemented a chip using Samsung Electronics’ 65 nm process and tested it. As a result, we designed a simple and efficient memory system for AI chip implementation and verified it with hardware.

Compiler support for scalable and efficient memory systems

2001 ◽  
Vol 50 (11) ◽  
pp. 1234-1247 ◽  
Author(s):  
R. Barua ◽  
W. Lee ◽  
S. Arnarasinghe ◽  
A. Agarwal
Keyword(s):  
Memory Systems ◽  
Compiler Support ◽  
Efficient Memory

Design space optimization of embedded memory systems via data remapping

2002 ◽  
Vol 37 (7) ◽  
pp. 28-37 ◽  
Author(s):  
Krishna V. Palem ◽  
Rodric M. Rabbah ◽  
Vincent J. Mooney ◽  
Pinar Korkmaz ◽  
Kiran Puttaswamy
Keyword(s):  
Design Space ◽  
Memory Systems ◽  
Embedded Memory ◽  
Data Remapping

scholarly journals Efficient Memory Management for NVM-Based Hybrid Memory Systems

2016 ◽  
Vol 9 (1) ◽  
pp. 445-458 ◽  
Author(s):  
Zhangling Wu ◽  
Peiquan Jin ◽  
Chengcheng Yang ◽  
Lihua Yue
Keyword(s):  
Memory Management ◽  
Memory Systems ◽  
Hybrid Memory ◽  
Efficient Memory

scholarly journals Complex synapses as efficient memory systems

2015 ◽  
Vol 16 (S1) ◽  
Author(s):  
Marcus K Benna ◽  
Stefano Fusi
Keyword(s):  
Memory Systems ◽  
Efficient Memory
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