ArticleAdvanced materials (Deerfield Beach, Fla.)2024
A Near-Infrared Retinomorphic Device with High Dimensionality Reservoir Expression.
Article in Advanced materials (Deerfield Beach, Fla.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Perception, Synaptic Plasticity, and Spiking Neuron Function Enabled by a 2D Ferroelectric NbOBrAdvanced materials (Deerfield Beach, Fla.) · 2026Article
- High-linearity all-2D heterojunction-based neuromorphic image-sensing transistor array with a sandwiched tunneling layer for dynamic vision.Nature communications · 2026Article
- Mesoscale ordered assembly of ErNature communications · 2026Article
- Physical Implementation of Optical Material-Based Neural Networks Processing Enabled by Long-Persistent Luminescence.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Organic Phototransistor Photonic Synapses for Artificial Vision.Nano-micro letters · 2026Review
- Synaptic Plasticity Engineering for Neural Precision, Temporal Learning, and Scalable Neuromorphic Systems.Nano-micro letters · 2026Review
- Neuromorphic Visual Receptive Field Hardware with Vertically Integrated Indium-Gallium-Zinc-Oxide Optoelectronic Memristors over Silicon Neuron Transistors.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Challenges and Opportunities of Upconversion Nanoparticles for Emerging NIR Optoelectronic Devices.Advanced materials (Deerfield Beach, Fla.) · 2025Review
- Article
- Chelated tin halide perovskite for near-infrared neuromorphic imaging array enabling object recognition and motion perception.Nature communications · 2025Article
- An Energy Efficient Memory Cell for Quantum and Neuromorphic Computing at Low Temperatures.Nano letters · 2025Article
- Flash Memory for Synaptic Plasticity in Neuromorphic Computing: A Review.Biomimetics (Basel, Switzerland) · 2025Review
- Effect of Ammonium Salt on Conjugated Polyelectrolyte as an Interlayer for Organic-Inorganic Hybrid Perovskite Memristors.Nanomaterials (Basel, Switzerland) · 2025Article
- A Near-Infrared Retinomorphic Device with High Dimensionality Reservoir Expression.Advanced materials (Deerfield Beach, Fla.) · 2024Article
Corrections and comments
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Authors and funding
13 authors.
Funding
Abstract
Physical reservoir-based reservoir computing (RC) systems for intelligent perception have recently gained attention because they require fewer computing resources. However, the system remains limited in infrared (IR) machine vision, including materials and physical reservoir expression power. Inspired by biological visual perception systems, the study proposes a near-infrared (NIR) retinomorphic device that simultaneously perceives and encodes narrow IR spectral information (at ≈980 nm). The proposed device, featuring core-shell upconversion nanoparticle/poly (3-hexylthiophene) (P3HT) nanocomposite channels, enables the absorption and conversion of NIR into high-energy photons to excite more photo carriers in P3HT. The photon-electron-coupled dynamics under the synergy of photovoltaic and photogating effects influence the nonlinearity and high dimensionality of the RC system under narrow-band NIR irradiation. The device also exhibits multilevel data storage capability (≥8 levels), excellent stability (≥2000 s), and durability (≥100 cycles). The system accurately identifies NIR static and dynamic handwritten digit images, achieving recognition accuracies of 91.13% and 90.07%, respectively. Thus, the device tackles intricate computations like solving second-order nonlinear dynamic equations with minimal errors (normalized mean squared error of 1.06 × 10⁻
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.