Neuroscience-Inspired Artificial Intelligence

doi:10.1016/j.neuron.2017.06.011

Review

. 2017 Jul 19;95(2):245-258.

doi: 10.1016/j.neuron.2017.06.011.

Neuroscience-Inspired Artificial Intelligence

Demis Hassabis¹, Dharshan Kumaran², Christopher Summerfield³, Matthew Botvinick⁴

Affiliations

¹ DeepMind, 5 New Street Square, London, UK; Gatsby Computational Neuroscience Unit, 25 Howland Street, London, UK. Electronic address: dhcontact@google.com.
² DeepMind, 5 New Street Square, London, UK; Institute of Cognitive Neuroscience, University College London, 17 Queen Square, London, UK.
³ DeepMind, 5 New Street Square, London, UK; Department of Experimental Psychology, University of Oxford, Oxford, UK.
⁴ DeepMind, 5 New Street Square, London, UK; Gatsby Computational Neuroscience Unit, 25 Howland Street, London, UK.

PMID: 28728020
DOI: 10.1016/j.neuron.2017.06.011

Free article

Review

Neuroscience-Inspired Artificial Intelligence

Demis Hassabis et al. Neuron. 2017.

Free article

. 2017 Jul 19;95(2):245-258.

doi: 10.1016/j.neuron.2017.06.011.

Authors

Demis Hassabis¹, Dharshan Kumaran², Christopher Summerfield³, Matthew Botvinick⁴

Affiliations

¹ DeepMind, 5 New Street Square, London, UK; Gatsby Computational Neuroscience Unit, 25 Howland Street, London, UK. Electronic address: dhcontact@google.com.
² DeepMind, 5 New Street Square, London, UK; Institute of Cognitive Neuroscience, University College London, 17 Queen Square, London, UK.
³ DeepMind, 5 New Street Square, London, UK; Department of Experimental Psychology, University of Oxford, Oxford, UK.
⁴ DeepMind, 5 New Street Square, London, UK; Gatsby Computational Neuroscience Unit, 25 Howland Street, London, UK.

PMID: 28728020
DOI: 10.1016/j.neuron.2017.06.011

Abstract

The fields of neuroscience and artificial intelligence (AI) have a long and intertwined history. In more recent times, however, communication and collaboration between the two fields has become less commonplace. In this article, we argue that better understanding biological brains could play a vital role in building intelligent machines. We survey historical interactions between the AI and neuroscience fields and emphasize current advances in AI that have been inspired by the study of neural computation in humans and other animals. We conclude by highlighting shared themes that may be key for advancing future research in both fields.

Keywords: artificial intelligence; brain; cognition; learning; neural network.

Cited by

Multilevel development of cognitive abilities in an artificial neural network.
Volzhenin K, Changeux JP, Dumas G. Volzhenin K, et al. Proc Natl Acad Sci U S A. 2022 Sep 27;119(39):e2201304119. doi: 10.1073/pnas.2201304119. Epub 2022 Sep 19. Proc Natl Acad Sci U S A. 2022. PMID: 36122214 Free PMC article.
Innovative Application of Artificial Intelligence in the Field of Innovation and Entrepreneurship of College Students in Internet Colleges and Universities.
Bai L, Sun F, Wang W. Bai L, et al. Comput Intell Neurosci. 2022 Aug 8;2022:3538755. doi: 10.1155/2022/3538755. eCollection 2022. Comput Intell Neurosci. 2022. PMID: 35978911 Free PMC article.
Brain signal predictions from multi-scale networks using a linearized framework.
Hagen E, Magnusson SH, Ness TV, Halnes G, Babu PN, Linssen C, Morrison A, Einevoll GT. Hagen E, et al. PLoS Comput Biol. 2022 Aug 12;18(8):e1010353. doi: 10.1371/journal.pcbi.1010353. eCollection 2022 Aug. PLoS Comput Biol. 2022. PMID: 35960767 Free PMC article.
Teaching mode of oral English in the age of artificial intelligence.
Li Y. Li Y. Front Psychol. 2022 Jul 22;13:953482. doi: 10.3389/fpsyg.2022.953482. eCollection 2022. Front Psychol. 2022. PMID: 35936279 Free PMC article.
Real-world size of objects serves as an axis of object space.
Huang T, Song Y, Liu J. Huang T, et al. Commun Biol. 2022 Jul 27;5(1):749. doi: 10.1038/s42003-022-03711-3. Commun Biol. 2022. PMID: 35896715 Free PMC article.

See all "Cited by" articles

Publication types

Actions

MeSH terms

Actions
Actions
Actions
Actions
Actions
Actions
Actions
Actions

LinkOut - more resources

Full Text Sources
- Elsevier Science
Other Literature Sources

Save citation to file

Email citation

Add to Collections

Add to My Bibliography

Your saved search

Create a file for external citation management software

Your RSS Feed

Neuroscience-Inspired Artificial Intelligence

Affiliations

Neuroscience-Inspired Artificial Intelligence

Authors

Affiliations

Abstract

Similar articles

Cited by

Publication types

MeSH terms

LinkOut - more resources

Full Text Sources

Other Literature Sources