AI Article Synopsis

  • The development of a bio-inspired flexible artificial spiking photoreceptor (ASP) using a single VO Mott memristor allows for the simultaneous sensing of light and encoding it into spikes, crucial for spiking neural networks.
  • This ASP exhibits excellent photosensitivity across a wide range (405-808 nm), high flexibility, and durability, enabling it to function effectively even when bent.
  • An all-spike electronic retina architecture, consisting of ASPs and artificial optical nerves (AONs), has been proposed, demonstrating the capability to segment images successfully, which is a significant step towards creating efficient spike-based neuromorphic vision systems.

Article Abstract

The neuromorphic vision system that utilizes spikes as information carriers is crucial for the formation of spiking neural networks. Here, we present a bioinspired flexible artificial spiking photoreceptor (ASP), which is realized by using a single VO Mott memristor that can simultaneously sense and encode the stimulus light into spikes. The ASP has high spike-encoded photosensitivity and ultrawide photosensing range (405-808 nm) with good endurance (>7 × 10) and high flexibility (bending radius ∼5 mm). Then, we put forward an all-spike electronic retina architecture that comprises one layer of ASPs and one layer of artificial optical nerves (AONs) to process the spike information. Each AON consists of a single Mott memristor connected in series with a neuro-transistor that is a multiple-input floating-gate MOS transistor. Simulation results demonstrate that the all-spike electronic retina can successfully segment images with high Shannon entropy, thus laying the foundation for the development of a spike-based neuromorphic vision system.

Download full-text PDF

Source
http://dx.doi.org/10.1021/acsami.4c12874DOI Listing

Publication Analysis

Top Keywords

single mott
12
mott memristor
12
electronic retina
12
flexible artificial
8
artificial spiking
8
spiking photoreceptor
8
neuromorphic vision
8
vision system
8
all-spike electronic
8
photoreceptor enabled
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!