Skip to main content

Advertisement

Log in

The Neural Mechanism of Knowledge Assembly in the Human Brain Inspires Artificial Intelligence Algorithm

  • Research Highlight
  • Published:
Neuroscience Bulletin Aims and scope Submit manuscript

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

References

  1. Nelli S, Braun L, Dumbalska T, Saxe A, Summerfield C. Neural knowledge assembly in humans and neural networks. Neuron 2023, 111: 1504–1516.e9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Zou XL, Huang TJ, Wu S. Towards a new paradigm for brain-inspired computer vision. Mach Intell Res 2022, 19: 412–424.

    Article  Google Scholar 

  3. Gulati A, Qin J, Chiu CC, Parmar N, Zhang Yu, Yu Jiahui, et al. Conformer: Convolution-augmented transformer for speech recognition. 2020: arXiv:2005.08100. https://arxiv.org/abs/2005.08100.pdf

  4. Hu Q, Hu W, Liu K, Bu X, Hu L, Li L. Modulation of spike count correlations between macaque primary visual cortex neurons by difficulty of attentional task. Neurosci Bull 2022, 38: 489–504.

    Article  PubMed  Google Scholar 

  5. Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, et al. Attention is all You need. Proceedings of the 31st International Conference on Neural Information Processing Systems. 2017: 6000–6010.

  6. Sukhbaatar S, Szlam A, Weston J, Fergus R. End-to-end memory networks. Proceedings of the 28th International Conference on Neural Information Processing Systems. 2015: 2440–2448.

  7. Markram H, Gerstner W, Sjöström PJ. Spike-timing-dependent plasticity: A comprehensive overview. Front Synaptic Neurosci 2012, 4: 2.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Si Y, Jiang L, Yi C, Zhang Q, Li C, Yu J, et al. The decision strategies of adolescents with different emotional stabilities in unfair situations. Neurosci Bull 2021, 37: 1481–1486.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Pfeiffer M, Pfeil T. Deep learning with spiking neurons: Opportunities and challenges. Front Neurosci 2018, 12: 774.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Zhou L, Gu Y. Cortical mechanisms of multisensory linear self-motion perception. Neurosci Bull 2023, 39: 125–137.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

This research highlight was supported by STI2030-Major Projects 2021ZD0200201 and the Scientific Research and Equipment Development Project of the Chinese Academy of Sciences (YJKYYQ20190040).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ming Song.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ji, X., Jiang, W., Zhang, X. et al. The Neural Mechanism of Knowledge Assembly in the Human Brain Inspires Artificial Intelligence Algorithm. Neurosci. Bull. 40, 280–282 (2024). https://doi.org/10.1007/s12264-023-01144-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12264-023-01144-4

Navigation