Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 617

The DOI matches its Crossref record; 4 of the 4 references it cites were found in a registry or an index.

Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing

Kumar, Suhas, Strachan, John Paul, Williams, R. Stanley·2017·Nature

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/nature23307

Cites

4 of 4 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 4 references

Research works printed but not linked: 25

  1. Chua, L., Sbitnev, V. & Kim, H. Neurons are poised near the edge of chaos. Int. J. Bifurc. Chaos 22, 1250098 (2012) · DOI · Paper page
  2. Seifter, J. & Reggia, J. A. Lambda and the edge of chaos in recurrent neural networks. Artif. Life 21, 55–71 (2015) · DOI
  3. Kauffman, S. A. Requirements for evolvability in complex systems: orderly dynamics and frozen components. Physica D 42, 135–152 (1990) · DOI
  4. Suzuki, H., Imura, J.-i., Horio, Y. & Aihara, K. Chaotic Boltzmann machines. Sci. Rep. 3, 1610 (2013) · DOI
  5. Crutchfield, J. P. Between order and chaos. Nat. Phys. 8, 17–24 (2012) · DOI · Paper page
  6. Whitfield, J. Complex systems: order out of chaos. Nature 436, 905–907 (2005) · DOI
  7. Chen, L. & Aihara, K. Chaotic simulated annealing by a neural network model with transient chaos. Neural Netw. 8, 915–930 (1995) · DOI · Paper page
  8. Hu, X., Chen, G., Duan, S. & Feng, G. in Memristor Networks (eds Adamatzky, A. & Chua, L. ) 351–364 (Springer, 2013) · DOI
  9. Ditto, W. L., Murali, K. & Sinha, S. Chaos computing: ideas and implementations. Phil. Trans. R. Soc. Lond. A 366, 653–664 (2008) · doi:10.1098/rsta.2007.2116
  10. Driscoll, T., Pershin, Y. V., Basov, D. N. & Di Ventra, M. Chaotic memristor. Appl. Phys. A 102, 885–889 (2011) · DOI
  11. Wang, G., Cui, M., Cai, B., Wang, X. & Hu, T. A chaotic oscillator based on HP memristor model. Math. Probl. Eng. 2015, 561901 (2015)
  12. Muthuswamy, B. & Chua, L. O. Simplest chaotic circuit. Int. J. Bifurc. Chaos 20, 1567–1580 (2010) · DOI · Paper page
  13. Pickett, M. D. & Williams, R. S. Phase transitions enable computational universality in neuristor-based cellular automata. Nanotechnology 24, 384002 (2013) · DOI
  14. Gibson, G. A. et al. An accurate locally active memristor model for S-type negative differential resistance in NbOx . Appl. Phys. Lett. 108, 023505 (2016) · DOI · Paper page
  15. Mainzer, K . & Chua, L. Local Activity Principle (Imperial College Press, 2013) · DOI
  16. Ascoli, A., Slesazeck, S., Mahne, H., Tetzlaff, R. & Mikolajick, T. Nonlinear dynamics of a locally-active memristor. IEEE Trans. Circ. Syst. 62, 1165–1174 (2015)
  17. Guckenheimer, J . & Holmes, P. Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields 117–165 (Springer, 1983) · DOI
  18. Mannan, Z. I., Choi, H. & Kim, H. Chua corsage memristor oscillator via Hopf bifurcation. Int. J. Bifurc. Chaos 26, 1630009 (2016) · DOI
  19. Chua, L. O. Local activity is the origin of complexity. Int. J. Bifurc. Chaos 15, 3435–3456 (2005) · DOI · Paper page
  20. Ott, E. Chaos in Dynamical Systems (Cambridge Univ. Press, 2002) · DOI · Paper page
  21. Pickett, M. D., Borghetti, J., Yang, J. J., Medeiros-Ribeiro, G. & Williams, R. S. Coexistence of memristance and negative differential resistance in a nanoscale metal-oxide-metal system. Adv. Mater. 23, 1730–1733 (2011) · DOI
  22. Hopfield, J. J. & Tank, D. W. “Neural” computation of decisions in optimization problems. Biol. Cybern. 52, 141–152 (1985) · DOI · Paper page
  23. Kruse, R ., Borgelt, C ., Braune, C ., Mostaghim, S . & Steinbrecher, M. Computational Intelligence: A Methodological Introduction Ch. 8, 131–157 (Springer, 2016) · DOI
  24. Hu, M . et al. Dot-product engine for neuromorphic computing: programming 1T1M crossbar to accelerate matrix-vector multiplication. In IEEE Conf. Design Automation http://ieeexplore.ieee.org/document/7544263/ (IEEE, 2016)
  25. Kumar, S. et al. Spatially uniform resistance switching of low current, high endurance titanium–niobium-oxide memristors. Nanoscale 9, 1793–1798 (2017) · DOI

Cited by

See all 617

Metadata

Authors
Kumar, S., Strachan, J. P., & Williams, R. S.
Venue
Nature
Published
2017-08
Volume
548
Issue
7667
Pages
318-321
ISSN
  • 0028-0836 (ISSN-L)
  • 1476-4687
OpenAlex
W2743455512
Cited by
617
References
4
FWCI
22.04
Type
journal article
Language
en
Open access
closed
Licence
www.springer.com/tdm (tdm)

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing. https://app.cochat.ai/papers/10.1038/nature23307
The paper
Kumar, S., Strachan, J. P., & Williams, R. S. (2017). Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing. Nature. https://doi.org/10.1038/nature23307

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.