Review of the Intelligent Sensor‐Memory‐Control Fusion Systems
Abstract The ability to sense light, heat, and touch is vital for human beings, underpinning the interaction between humans and the environment. To mimic the biological perception system, the sensory system converts external light, heat, and mechanical inputs into electrical signals, then processing...
| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley-VCH
2023-01-01
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| Series: | Advanced Sensor Research |
| Subjects: | |
| Online Access: | https://doi.org/10.1002/adsr.202200034 |
| _version_ | 1797775055629844480 |
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| author | Yixuan Chen Xinyue Wu Junhao Shen Zepeng Huang Zhongrui Wang Liangjian Lyu Hengchang Bi Xing Wu Guozhen Shen |
| author_facet | Yixuan Chen Xinyue Wu Junhao Shen Zepeng Huang Zhongrui Wang Liangjian Lyu Hengchang Bi Xing Wu Guozhen Shen |
| author_sort | Yixuan Chen |
| collection | DOAJ |
| description | Abstract The ability to sense light, heat, and touch is vital for human beings, underpinning the interaction between humans and the environment. To mimic the biological perception system, the sensory system converts external light, heat, and mechanical inputs into electrical signals, then processing and storing the data in digital hardware before providing feedback. However, modern digital sensing‐processing systems based on the von Neumann architecture are facing significant challenges in power consumption and latency due to the unprecedented increase in data size and algorithm complexity. A promising solution is to integrate sensors, memory, and control. Here the “state‐of‐the‐art” fusion systems involved in the sensing of visual, olfactory, tactile, visual signals, and control is reviewed. The challenges in high performance and reliability are also discussed. |
| first_indexed | 2024-03-12T22:29:42Z |
| format | Article |
| id | doaj.art-885a047160854e9f8e83fe641e79797b |
| institution | Directory Open Access Journal |
| issn | 2751-1219 |
| language | English |
| last_indexed | 2024-03-12T22:29:42Z |
| publishDate | 2023-01-01 |
| publisher | Wiley-VCH |
| record_format | Article |
| series | Advanced Sensor Research |
| spelling | doaj.art-885a047160854e9f8e83fe641e79797b2023-07-21T15:30:38ZengWiley-VCHAdvanced Sensor Research2751-12192023-01-0121n/an/a10.1002/adsr.202200034Review of the Intelligent Sensor‐Memory‐Control Fusion SystemsYixuan Chen0Xinyue Wu1Junhao Shen2Zepeng Huang3Zhongrui Wang4Liangjian Lyu5Hengchang Bi6Xing Wu7Guozhen Shen8School of Communication and Electronic Engineering East China Normal University 500 Dongchuan Road Shanghai 200241 ChinaSchool of Communication and Electronic Engineering East China Normal University 500 Dongchuan Road Shanghai 200241 ChinaSchool of Communication and Electronic Engineering East China Normal University 500 Dongchuan Road Shanghai 200241 ChinaSchool of Communication and Electronic Engineering East China Normal University 500 Dongchuan Road Shanghai 200241 ChinaDepartment of Electrical and Electronic Engineering The University of Hong Kong Pok Fu Lam Road Hong Kong Hong Kong 999077 ChinaSchool of Communication and Electronic Engineering East China Normal University 500 Dongchuan Road Shanghai 200241 ChinaSchool of Communication and Electronic Engineering East China Normal University 500 Dongchuan Road Shanghai 200241 ChinaSchool of Communication and Electronic Engineering East China Normal University 500 Dongchuan Road Shanghai 200241 ChinaSchool of Integrated Circuits and Electronics Beijing Institute of Technology Beijing 100081 ChinaAbstract The ability to sense light, heat, and touch is vital for human beings, underpinning the interaction between humans and the environment. To mimic the biological perception system, the sensory system converts external light, heat, and mechanical inputs into electrical signals, then processing and storing the data in digital hardware before providing feedback. However, modern digital sensing‐processing systems based on the von Neumann architecture are facing significant challenges in power consumption and latency due to the unprecedented increase in data size and algorithm complexity. A promising solution is to integrate sensors, memory, and control. Here the “state‐of‐the‐art” fusion systems involved in the sensing of visual, olfactory, tactile, visual signals, and control is reviewed. The challenges in high performance and reliability are also discussed.https://doi.org/10.1002/adsr.202200034actuatorsflexible electronicsin‐memory computingintelligent systemssensors |
| spellingShingle | Yixuan Chen Xinyue Wu Junhao Shen Zepeng Huang Zhongrui Wang Liangjian Lyu Hengchang Bi Xing Wu Guozhen Shen Review of the Intelligent Sensor‐Memory‐Control Fusion Systems Advanced Sensor Research actuators flexible electronics in‐memory computing intelligent systems sensors |
| title | Review of the Intelligent Sensor‐Memory‐Control Fusion Systems |
| title_full | Review of the Intelligent Sensor‐Memory‐Control Fusion Systems |
| title_fullStr | Review of the Intelligent Sensor‐Memory‐Control Fusion Systems |
| title_full_unstemmed | Review of the Intelligent Sensor‐Memory‐Control Fusion Systems |
| title_short | Review of the Intelligent Sensor‐Memory‐Control Fusion Systems |
| title_sort | review of the intelligent sensor memory control fusion systems |
| topic | actuators flexible electronics in‐memory computing intelligent systems sensors |
| url | https://doi.org/10.1002/adsr.202200034 |
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