ArticleNature communications2024
Visualized in-sensor computing.
Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed, 57 citations in OpenAlex.
- Neuromorphic Near-Sensor and In-Sensor Computing Enabled by Next-Generation Material-Based Sensors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Alginate-Based Hydrogels: Recent Progress in Preparation, Property Tuning, and Multifunctional Applications.Gels (Basel, Switzerland) · 2026Review
- Bioinspired flexible sensing-processing-visualizing integrated system towards tactile-visual signal recognition.Nature communications · 2026Article
- A Comprehensive Review of the Functionalized Integrated Application of Gel Polymer Electrolytes in Electrochromic Devices.Nano-micro letters · 2026Review
- Reconfigurable In-Sensor Computing Memristor for Olfactory SNN and Reservoir Hybrid Neuromorphic Computing.Research (Washington, D.C.) · 2026Article
- Devices, Functions, and Applications of Artificial Neuromorphic Visual Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Artificial Nervous Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Two-Dimensional MXene-Based Advanced Sensors for Neuromorphic Computing Intelligent Application.Nano-micro letters · 2025Review
- Heterointerface-Modulated Synthetic Synapses Exhibiting Complex Multiscale Plasticity.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Bio-inspired artificial mechanoreceptors with built-in synaptic functions for intelligent tactile skin.Nature materials · 2025Article
- Neural network-assisted personalized handwriting analysis for Parkinson's disease diagnostics.Nature chemical engineering · 2025Article
- Reconfigurable terahertz optoelectronic logic through charge-density-wave phase engineering.Nature communications · 2025Article
- Invited Paper: Security Under the Lens: Vulnerabilities in In-Sensor Computing Systems.ICCAD. IEEE/ACM International Conference on Computer-Aided Design · 2025Article
- Article
- Review
- Morse Code Recognition Based on a Flexible Tactile Sensor with Carbon Nanotube/Polyurethane Sponge Material by the Long Short-Term Memory Model.Micromachines · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In artificial nervous systems, conductivity changes indicate synaptic weight updates, but they provide limited information compared to living organisms. We present the pioneering design and production of an electrochromic neuromorphic transistor employing color updates to represent synaptic weight for in-sensor computing. Here, we engineer a specialized mechanism for adaptively regulating ion doping through an ion-exchange membrane, enabling precise control over color-coded synaptic weight, an unprecedented achievement. The electrochromic neuromorphic transistor not only enhances electrochromatic capabilities for hardware coding but also establishes a visualized pattern-recognition network. Integrating the electrochromic neuromorphic transistor with an artificial whisker, we simulate a bionic reflex system inspired by the longicorn beetle, achieving real-time visualization of signal flow within the reflex arc in response to environmental stimuli. This research holds promise in extending the biomimetic coding paradigm and advancing the development of bio-hybrid interfaces, particularly in incorporating color-based expressions.
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What OpenQuestion holds
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.