Journal
ACS NANO
Volume 15, Issue 3, Pages 3875-3899Publisher
AMER CHEMICAL SOC
DOI: 10.1021/acsnano.0c10049
Keywords
artificial sensory systems; flexible; bioinspired devices; neuromorphic devices; memristor; synaptic transistor; artificial nerve; low power consumption
Categories
Funding
- National Key RAMP
- D Program of China [2018YFB1304700]
- National Natural Science Foundation of China [61574163, 61801473]
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Emerging flexible artificial sensory systems using neuromorphic electronics are considered promising for processing massive data with low power consumption. Developing artificial flexible synapses with low power consumption and high-density integration, as well as ensuring efficient coupling between sensing elements and synaptic devices are crucial for high-efficiency neuromorphic sensory systems.
Emerging flexible artificial sensory systems using neuromorphic electronics have been considered as a promising solution for processing massive data with low power consumption. The construction of artificial sensory systems with synaptic devices and sensing elements to mimic complicated sensing and processing in biological systems is a prerequisite for the realization. To realize high-efficiency neuromorphic sensory systems, the development of artificial flexible synapses with low power consumption and high-density integration is essential. Furthermore, the realization of efficient coupling between the sensing element and the synaptic device is crucial. This Review presents recent progress in the area of neuromorphic electronics for flexible artificial sensory systems. We focus on both the recent advances of artificial synapses, including device structures, mechanisms, and functions, and the design of intelligent, flexible perception systems based on synaptic devices. Additionally, key challenges and opportunities related to flexible artificial perception systems are examined, and potential solutions and suggestions are provided.
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