logo
ResearchBunny Logo
Adaptative machine vision with microsecond-level accurate perception beyond human retina

Engineering and Technology

Adaptative machine vision with microsecond-level accurate perception beyond human retina

L. Li, S. Li, et al.

Discover how innovative avalanche tuning as feedforward inhibition in a bionic 2D transistor allows for ultra-fast visual adaptation. This remarkable research carried out by authors including Ling Li and Shasha Li introduces an advanced machine vision system that boasts microsecond-level adaptation and unprecedented image recognition capabilities.

00:00
00:00
Playback language: English
Abstract
This paper proposes avalanche tuning as feedforward inhibition in a bionic two-dimensional (2D) transistor for fast visual adaptation. The bionic transistor switches between linear and photoconductive effects, achieving ultra-fast adaptive and photopic adaptation. Combined with convolutional neural networks, this creates an adaptive machine vision system with microsecond-level rapid adaptation and robust image recognition.
Publisher
Nature Communications
Published On
Jul 24, 2024
Authors
Ling Li, Shasha Li, Wenhai Wang, Jielian Zhang, Yiming Sun, Qunrui Deng, Tao Zheng, Jianting Lu, Wei Gao, Mengmeng Yang, Hanyu Wang, Yuan Pan, Xueting Liu, Yani Yang, Jingbo Li, Nengjie Huo
Tags
avalanche tuning
bionic transistor
visual adaptation
machine vision
photoresponsive
neural networks
image recognition

Related Publications

Explore these studies to deepen your understanding of the subject.

Dynamic machine vision with retinomorphic photomemristor-reservoir computing
Engineering and Technology

Dynamic machine vision with retinomorphic photomemristor-reservoir computing

H. Tan and S. V. Dijken

Predicting state level suicide fatalities in the united states with realtime data and machine learning
Medicine and Health

Predicting state level suicide fatalities in the united states with realtime data and machine learning

D. Patel, S. A. Sumner, et al.

A machine learning algorithm with subclonal sensitivity reveals widespread pan-cancer human leukocyte antigen loss of heterozygosity
Medicine and Health

A machine learning algorithm with subclonal sensitivity reveals widespread pan-cancer human leukocyte antigen loss of heterozygosity

R. M. Pyke, D. Mellacheruvu, et al.

In-sensor human gait analysis with machine learning in a wearable microfabricated accelerometer
Engineering and Technology

In-sensor human gait analysis with machine learning in a wearable microfabricated accelerometer

G. Dion, A. Tessier-poirier, et al.

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny