ArticleNature2018
Scaling up molecular pattern recognition with DNA-based winner-take-all neural networks.
Article in Nature, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 156 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
156 citing papers in PubMed.
- Recurrent neural chemical reaction networks trained to switch dynamical behaviours through learned bifurcations.Journal of the Royal Society, Interface · 2026Article
- GenAI-Net: A generative AI framework for automated biomolecular network design.Science advances · 2026Article
- A ScNature materials · 2026Article
- DNA-Based Boolean Logic Gates for Molecular Computation and Biosensing: A Critical Review.Molecular biotechnology · 2026Review
- Combinatorial decision-making driven by multicomponent surface condensates.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Reset-free DNA logic circuits for real-time input processing and memory.Science advances · 2026Article
- On Degradation-Induced Leak in Heterochiral DNA Strand Displacement Cascades.ACS synthetic biology · 2026Article
- Conformation-programmed DNA computing.Science advances · 2026Article
- Advancing neuroengineering with Neuromorphic Twins.Nature communications · 2026Review
- Theoretical limits for sensing through phase separation.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Solving Minimum Spanning Tree Problems Based on DNA Chemical Reaction Networks.Combinatorial chemistry & high throughput screening · 2026Article
- DNA Circuits That Learn: Biochemical Signal Processing for Personalized Diagnosis and Treatment.MedComm · 2026Article
- Concept, development and applications of DNA computation.Fundamental research · 2026Review
- Trainable computation in molecular networks.bioRxiv : the preprint server for biology · 2025Article
- Information Theory-Guided Detection of Biomarkers Using Programmable Aptamer Arrays.medRxiv : the preprint server for health sciences · 2025Article
- Deep convolutional and fully-connected DNA neural networks.Nature communications · 2025Article
- Interpretable molecular decision-making with DNA-based scalable and memory-efficient tree computation.Nature communications · 2025Article
- Multiplexed and high-bandwidth DNA computing circuits with superresolution DNA origami displays.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Toward an ion-based large-scale integrated circuit: design, simulation, and integration.Communications engineering · 2025Article
- Cell-to-cell communication: from physical calling to remote emotional touching.Discover nano · 2025Article
96 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
From bacteria following simple chemical gradients
Indexed as
Identifiers
29973727What 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.