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A flexible capacitive photoreceptor for the biomimetic retina

Engineering and Technology

A flexible capacitive photoreceptor for the biomimetic retina

M. T. Vijjapu, M. E. Fouda, et al.

Discover a groundbreaking flexible, hybrid perovskite-based capacitive photoreceptor that mirrors the extraordinary light-sensing capabilities of the retina's rod cells, developed by authors including Mani Teja Vijjapu and Mohammed E. Fouda. This innovative device showcases impressive spectral sensitivity and long-term stability, revolutionizing neuromorphic vision applications.... show more
Abstract
Neuromorphic vision sensors have been extremely beneficial in developing energy-efficient intelligent systems for robotics and privacy-preserving security applications. There is a dire need for devices to mimic the retina's photoreceptors that encode the light illumination into a sequence of spikes to develop such sensors. Herein, we develop a hybrid perovskite-based flexible photoreceptor whose capacitance changes proportionally to the light intensity mimicking the retina's rod cells, paving the way for developing an efficient artificial retina network. The proposed device constitutes a hybrid nanocomposite of perovskites (methyl-ammonium lead bromide) and the ferroelectric terpolymer (polyvinylidene fluoride trifluoroethylene-chlorofluoroethylene). A metal-insulator-metal type capacitor with the prepared composite exhibits the unique and photosensitive capacitive behavior at various light intensities in the visible light spectrum. The proposed photoreceptor mimics the spectral sensitivity curve of human photopic vision. The hybrid nanocomposite is stable in ambient air for 129 weeks, with no observable degradation of the composite due to the encapsulation of hybrid perovskites in the hydrophobic polymer. The functionality of the proposed photoreceptor to recognize handwritten digits (MNIST) dataset using an unsupervised trained spiking neural network with 72.05% recognition accuracy is demonstrated. This demonstration proves the potential of the proposed sensor for neuromorphic vision applications.
Publisher
Light: Science & Applications
Published On
Jan 01, 2022
Authors
Mani Teja Vijjapu, Mohammed E. Fouda, Agamyrat Agambayev, Chun Hong Kang, Chun-Ho Lin, Boon S. Ooi, Jr-Hau He, Ahmed M. Eltawil, Khaled N. Salama
Tags
perovskite
photoreceptor
capacitor
neuromorphic vision
light intensity
spiking neural network
handwritten digit recognition
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