Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing

In-memory-computing is a possible alternative for conventional von Neumann architecture for its energy-efficient feature. ADC is a necessary peripheral block to convert the MAC result from the memory array to the digital signal. Among many types of ADCs, SAR ADC IS widely used in in-memory-computing...

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Main Author: Li, Jiayi
Other Authors: Kim Tae Hyoung
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
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Online Access:https://hdl.handle.net/10356/176813
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1768132024-05-24T15:43:17Z Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing Li, Jiayi Kim Tae Hyoung School of Electrical and Electronic Engineering THKIM@ntu.edu.sg Engineering IC design Microelectronics In-memory-computing is a possible alternative for conventional von Neumann architecture for its energy-efficient feature. ADC is a necessary peripheral block to convert the MAC result from the memory array to the digital signal. Among many types of ADCs, SAR ADC IS widely used in in-memory-computing circuits due to its efficient power behavior for low-resolution, low-power, medium-speed application, and the relatively simple realization. In this FYP, a differential 8-bit asynchronous SAR ADC for in-memory computing circuit is designed and tested. This report will introduce the track & hold (T&H), comparator, the capacitive digital-to-analog converter (CDAC) which uses custom MOM capacitor, the SAR logic and the asynchronous clock generator as components of designed SAR ADC. For the pre-layout simulation, the ENOB is tested as 7.73 bits under TT corner with input range 2.2V. The DNL is -0.118/+1.134LSB and INL is -0.123/+0.123LSB and the FOM is 19.66fJ. In the post-layout simulation, the ENOB under TT corner is 7.87 bits with input range 1.84V. Bachelor's degree 2024-05-21T00:59:46Z 2024-05-21T00:59:46Z 2024 Final Year Project (FYP) Li, J. (2024). Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/176813 https://hdl.handle.net/10356/176813 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
IC design
Microelectronics
spellingShingle Engineering
IC design
Microelectronics
Li, Jiayi
Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing
description In-memory-computing is a possible alternative for conventional von Neumann architecture for its energy-efficient feature. ADC is a necessary peripheral block to convert the MAC result from the memory array to the digital signal. Among many types of ADCs, SAR ADC IS widely used in in-memory-computing circuits due to its efficient power behavior for low-resolution, low-power, medium-speed application, and the relatively simple realization. In this FYP, a differential 8-bit asynchronous SAR ADC for in-memory computing circuit is designed and tested. This report will introduce the track & hold (T&H), comparator, the capacitive digital-to-analog converter (CDAC) which uses custom MOM capacitor, the SAR logic and the asynchronous clock generator as components of designed SAR ADC. For the pre-layout simulation, the ENOB is tested as 7.73 bits under TT corner with input range 2.2V. The DNL is -0.118/+1.134LSB and INL is -0.123/+0.123LSB and the FOM is 19.66fJ. In the post-layout simulation, the ENOB under TT corner is 7.87 bits with input range 1.84V.
author2 Kim Tae Hyoung
author_facet Kim Tae Hyoung
Li, Jiayi
format Final Year Project
author Li, Jiayi
author_sort Li, Jiayi
title Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing
title_short Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing
title_full Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing
title_fullStr Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing
title_full_unstemmed Design of a differential 8-bit asynchronous SAR ADC for in-memory-computing
title_sort design of a differential 8-bit asynchronous sar adc for in-memory-computing
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/176813
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