IEEE Consumer Electronics Magazine - July/August 2023 - 103

FIGURE 7. Schematic of mental health monitoring system using wearable technology and flexible
electronics technology.
the collected data on the hardware side to
the AI comprehension on the software side,
and finally can be combined with Internet of
Things to promote the development of smart
home/city.
CONCLUSION
This article focuses on the investigation of mental
health monitoring methods using neuromorphic
sensing devices, brain neuroscience, and
computer science theory. Specifically, a kind of
organic memristor is first prepared using the albumen
protein, and the corresponding testing performance
demonstrates the electrical characteristics
of the nanoscale device. Then, the albumenprotein
memristor pairs with the crossbar array configuration
are used to design the LSTM module and the
self-attention module. Combining with the existing
dense layer module and the feature extraction
module, a memristor-based hierarchical attention
July/August 2023
network is designed for multimodal affective computing.
Notably, inspired by the human limbic system,
the structure of the entire network can be
further divided into two parts, i.e., the fast-path
layer and the slow-path layer. The former one can
be used to perform the binary classification task,
and the latter one can be used to perform the fiveclass
classification task. Compared with the existing
mainstream affective computing methods, the
proposed method achieves the best performance
in terms of accuracy (slightly increase1%) and
processing time (62.4% reduction). Furthermore,
a mental health monitoring system integrating
thewearable technologyand theflexibleelectronics
technology is designed, where the constructed
memristor-based hierarchical attention network
and the necessary multisensory module can be
easily integrated into a small rectangle neuromorphic
computing film and further installed in a wearable
device (e.g., glasses). Based on the mapping
relationship between the multimodal affective
103

IEEE Consumer Electronics Magazine - July/August 2023

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