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 VO2 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 × 107) 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.
| Original language | English |
|---|---|
| Pages (from-to) | 57404-57411 |
| Number of pages | 8 |
| Journal | ACS Applied Materials and Interfaces |
| Volume | 16 |
| Issue number | 42 |
| DOIs | |
| Publication status | Published - 23 Oct 2024 |
Keywords
- Mott memristor
- VO
- artificial optical nerve
- artificial spiking photoreceptor
- spike-based electronic retina
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