ArticleNature communications2023
Mammalian-brain-inspired neuromorphic motion-cognition nerve achieves cross-modal perceptual enhancement.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 citing papers in PubMed, 135 citations in OpenAlex.
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- Bio-Inspired Full-Spectrum Bidirectional Optoelectronic Synaptic Transistor for In-Sensor Neuromorphic Vision.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Artificial Neuron Based on Electrical Anisotropy from WSeAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Organic Phototransistor Photonic Synapses for Artificial Vision.Nano-micro letters · 2026Review
- Multisensory Neuromorphic Devices: From Physics to Integration.Nano-micro letters · 2026Review
- Bio-inspired cross-modal super-additive plasticity for seamless visual processing-in-sensory and -in-memory.Nature communications · 2025Article
- Devices, Functions, and Applications of Artificial Neuromorphic Visual Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Recent advances in spike-based neural coding for tactile perception.Microsystems & nanoengineering · 2025Review
- Two-Dimensional MXene-Based Advanced Sensors for Neuromorphic Computing Intelligent Application.Nano-micro letters · 2025Review
- Short-Term Bienenstock-Cooper-Munro Learning in Optoelectrically-Driven Flexible Halide Perovskite Single Crystal Memristors.Small methods · 2025Article
- A unipolar-driven synaptic transistor for environment-adaptable vision system.Nature communications · 2025Article
- Heterointerface-Modulated Synthetic Synapses Exhibiting Complex Multiscale Plasticity.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- One-Shot Remote Integration of Macromolecular Synaptic Elements on a Chip for Ultrathin Flexible Neural Network System.Advanced materials (Deerfield Beach, Fla.) · 2025Article
- Bioinspired learning and memory in ionogels through fast response and slow relaxation dynamics of ions.Nature communications · 2025Article
- Monolithically integrated solid-state vertical organic electrochemical transistors switching between neuromorphic and logic functions.Science advances · 2025Article
- Soft Artificial Synapse Electronics.Research (Washington, D.C.) · 2025Review
- Bio-Inspired Neuromorphic Sensory Systems from Intelligent Perception to Nervetronics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- A Near-Infrared Retinomorphic Device with High Dimensionality Reservoir Expression.Advanced materials (Deerfield Beach, Fla.) · 2024Article
- Monolithically integrated neuromorphic electronic skin for biomimetic radiation shielding.Science advances · 2024Article
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Perceptual enhancement of neural and behavioral response due to combinations of multisensory stimuli are found in many animal species across different sensory modalities. By mimicking the multisensory integration of ocular-vestibular cues for enhanced spatial perception in macaques, a bioinspired motion-cognition nerve based on a flexible multisensory neuromorphic device is demonstrated. A fast, scalable and solution-processed fabrication strategy is developed to prepare a nanoparticle-doped two-dimensional (2D)-nanoflake thin film, exhibiting superior electrostatic gating capability and charge-carrier mobility. The multi-input neuromorphic device fabricated using this thin film shows history-dependent plasticity, stable linear modulation, and spatiotemporal integration capability. These characteristics ensure parallel, efficient processing of bimodal motion signals encoded as spikes and assigned with different perceptual weights. Motion-cognition function is realized by classifying the motion types using mean firing rates of encoded spikes and postsynaptic current of the device. Demonstrations of recognition of human activity types and drone flight modes reveal that the motion-cognition performance match the bio-plausible principles of perceptual enhancement by multisensory integration. Our system can be potentially applied in sensory robotics and smart wearables.
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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.