The internal dynamics of recurrent cortical circuits is crucial to brain function. We now learn that simply increasing the strengths of recurrent connections shifts neural dynamics to a potentially powerful computational regime.
References
Ostojic, S. Nat. Neurosci. 17, 594–600 (2014).
Brunel, N. J. Comput. Neurosci. 8, 183–208 (2000).
Troyer, T.W. & Miller, K.D. Neural Comput. 9, 971–983 (1997).
Renart, A. et al. Science 327, 587–590 (2010).
Shadlen, M.N. & Newsome, W.T. Curr. Opin. Neurobiol. 4, 569–579 (1994).
van Vreeswijk, C. & Sompolinsky, H. Science 274, 1724–1726 (1996).
Sompolinsky, H., Crisanti, A. & Sommers, H. J. Phys. Rev. Lett. 61, 259–262 (1988).
Mauk, M.D. & Donegan, N.H. Learn. Mem. 4, 130–158 (1997).
Mauk, M.D. & Buonomano, D.V. Annu. Rev. Neurosci. 27, 307–340 (2004).
Buonomano, D.V. & Maass, W. Nat. Rev. Neurosci. 10, 113–125 (2009).
Rabinovich, M., Huerta, R. & Laurent, G. Science 321, 48–50 (2008).
Wallace, E., Maei, H.R. & Latham, P.E. Neural Comput. 25, 1408–1439 (2013).
Laje, R. & Buonomano, D.V. Nat. Neurosci. 16, 925–933 (2013).
Litwin-Kumar, A. & Doiron, B. Nat. Neurosci. 15, 1498–1505 (2012).
Kruskal, P.B., Li, L. & MacLean, J.N. Nat. Commun. 4, http://dx.doi.org/10.1038/ncomms3574 (2013).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Rights and permissions
About this article
Cite this article
Goudar, V., Buonomano, D. Useful dynamic regimes emerge in recurrent networks. Nat Neurosci 17, 487–489 (2014). https://doi.org/10.1038/nn.3679
Published:
Issue Date:
DOI: https://doi.org/10.1038/nn.3679
- Springer Nature America, Inc.
This article is cited by
-
Auditory cortex modelled as a dynamical network of oscillators: understanding event-related fields and their adaptation
Biological Cybernetics (2022)