Litcius/Paper detail

Single‐Transistor Optoelectronic Spiking Neuron with Optogenetics‐Inspired Spatiotemporal Dynamics

Hanxi Li, Jiayang Hu, Yishu Zhang, Anzhe Chen, Jiachao Zhou, Yuda Zhao, Yang Xu, Bin Yu

2024Advanced Functional Materials21 citationsDOIOpen Access PDF

Abstract

Abstract The visual system is crucial for human perception and learning, and the retina is responsible for pre‐processing visual information. Mimicking the neurobiological functions of the retina provides the basis for neuromorphic vision hardware. Here, an optogenetics‐inspired prototype capable of modifying neuron‐spiking behavior in a retina‐like manner is demonstrated. In addition to basic information processing, neuronal signal transmission in the retina is bio‐faithfully emulated using optical modulation, that is, neuronal firing is inhibited in the dark and activated upon illumination. The proposed single threshold‐switch field‐effect transistor optoelectronic neuron features an ultra‐compact design by integrating a gate‐modulated 2D MoS 2 channel with a volatile threshold switch, and optoelectronic performance is achieved through a multi‐physics resistance‐matching mechanism. This study provides a promising pathway toward highly scalable and hierarchically designed spiking electronics, expanding the spectrum of neuromorphic hardware applications in the emerging field of biomimetic vision.

Topics & Concepts

Neuromorphic engineeringOptogeneticsComputer scienceRetinaMaterials scienceScalabilityTransistorModulation (music)Computer hardwareNeuroscienceArtificial neural networkArtificial intelligenceVoltagePhysicsElectrical engineeringBiologyEngineeringAcousticsDatabaseAdvanced Memory and Neural ComputingPhotoreceptor and optogenetics researchNeural Networks and Reservoir Computing
Single‐Transistor Optoelectronic Spiking Neuron with Optogenetics‐Inspired Spatiotemporal Dynamics | Litcius