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Field-programmable encoding for address-event representation
In conventional frame-based image sensors, every pixel records brightness information and sends this information to a receiver serially in a scanning fashion. This full-frame readout approach suffers from high bandwidth requirements and increased power consumption with the increasing size of the pix...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760944/ https://www.ncbi.nlm.nih.gov/pubmed/36545536 http://dx.doi.org/10.3389/fnins.2022.1018166 |
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author | Purohit, Prafull Manohar, Rajit |
author_facet | Purohit, Prafull Manohar, Rajit |
author_sort | Purohit, Prafull |
collection | PubMed |
description | In conventional frame-based image sensors, every pixel records brightness information and sends this information to a receiver serially in a scanning fashion. This full-frame readout approach suffers from high bandwidth requirements and increased power consumption with the increasing size of the pixel array. Event-based image sensors are gaining popularity for reducing the bandwidth and power requirements by sending only meaningful data in an event-driven approach with the help of address-event representation (AER) communication protocol. However, the event-based readout suffers from increased latency and timing error when the number of pixels with an event increase. In this paper, we introduce a new field-programmable AER (FP-AER) encoding scheme which offers benefits of both frame-based and event-based approaches. The readout design can be configured “in the field” using configuration bits. We also compare the performance of the proposed design against existing AER-based approaches for imaging applications and show that FP-AER performs best in both scanning and event-based readout. |
format | Online Article Text |
id | pubmed-9760944 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97609442022-12-20 Field-programmable encoding for address-event representation Purohit, Prafull Manohar, Rajit Front Neurosci Neuroscience In conventional frame-based image sensors, every pixel records brightness information and sends this information to a receiver serially in a scanning fashion. This full-frame readout approach suffers from high bandwidth requirements and increased power consumption with the increasing size of the pixel array. Event-based image sensors are gaining popularity for reducing the bandwidth and power requirements by sending only meaningful data in an event-driven approach with the help of address-event representation (AER) communication protocol. However, the event-based readout suffers from increased latency and timing error when the number of pixels with an event increase. In this paper, we introduce a new field-programmable AER (FP-AER) encoding scheme which offers benefits of both frame-based and event-based approaches. The readout design can be configured “in the field” using configuration bits. We also compare the performance of the proposed design against existing AER-based approaches for imaging applications and show that FP-AER performs best in both scanning and event-based readout. Frontiers Media S.A. 2022-12-05 /pmc/articles/PMC9760944/ /pubmed/36545536 http://dx.doi.org/10.3389/fnins.2022.1018166 Text en Copyright © 2022 Purohit and Manohar. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Purohit, Prafull Manohar, Rajit Field-programmable encoding for address-event representation |
title | Field-programmable encoding for address-event representation |
title_full | Field-programmable encoding for address-event representation |
title_fullStr | Field-programmable encoding for address-event representation |
title_full_unstemmed | Field-programmable encoding for address-event representation |
title_short | Field-programmable encoding for address-event representation |
title_sort | field-programmable encoding for address-event representation |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760944/ https://www.ncbi.nlm.nih.gov/pubmed/36545536 http://dx.doi.org/10.3389/fnins.2022.1018166 |
work_keys_str_mv | AT purohitprafull fieldprogrammableencodingforaddresseventrepresentation AT manoharrajit fieldprogrammableencodingforaddresseventrepresentation |