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Kanaka Rajan - Publications

Affiliations: 
Columbia University, New York, NY 
Area:
Computational neuroscience
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19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Akitake B, Douglas HM, LaFosse PK, Beiran M, Deveau CE, O'Rawe J, Li AJ, Ryan LN, Duffy SP, Zhou Z, Deng Y, Rajan K, Histed MH. Amplified cortical neural responses as animals learn to use novel activity patterns. Current Biology : Cb. PMID 37148876 DOI: 10.1016/j.cub.2023.04.032  0.317
2022 Márton CD, Zhou S, Rajan K. Linking task structure and neural network dynamics. Nature Neuroscience. 25: 679-681. PMID 35668175 DOI: 10.1038/s41593-022-01090-w  0.31
2020 Perich MG, Rajan K. Rethinking brain-wide interactions through multi-region 'network of networks' models. Current Opinion in Neurobiology. 65: 146-151. PMID 33254073 DOI: 10.1016/j.conb.2020.11.003  0.698
2019 Yang GR, Cole MW, Rajan K. How to study the neural mechanisms of multiple tasks. Current Opinion in Behavioral Sciences. 29: 134-143. PMID 32490053 DOI: 10.1016/j.cobeha.2019.07.001  0.663
2019 Pinto L, Rajan K, DePasquale B, Thiberge SY, Tank DW, Brody CD. Task-Dependent Changes in the Large-Scale Dynamics and Necessity of Cortical Regions. Neuron. PMID 31564591 DOI: 10.1016/J.Neuron.2019.08.025  0.733
2019 Andalman AS, Burns VM, Lovett-Barron M, Broxton M, Poole B, Yang SJ, Grosenick L, Lerner TN, Chen R, Benster T, Mourrain P, Levoy M, Rajan K, Deisseroth K. Neuronal Dynamics Regulating Brain and Behavioral State Transitions. Cell. PMID 31031000 DOI: 10.1016/J.Cell.2019.02.037  0.411
2019 Insanally MN, Carcea I, Field RE, Rodgers CC, DePasquale B, Rajan K, DeWeese MR, Albanna BF, Froemke RC. Spike-timing-dependent ensemble encoding by non-classically responsive cortical neurons. Elife. 8. PMID 30688649 DOI: 10.7554/Elife.42409  0.689
2019 Insanally MN, Carcea I, Field RE, Rodgers CC, DePasquale B, Rajan K, DeWeese MR, Albanna BF, Froemke RC. Author response: Spike-timing-dependent ensemble encoding by non-classically responsive cortical neurons Elife. DOI: 10.7554/Elife.42409.029  0.672
2018 DePasquale B, Cueva CJ, Rajan K, Escola GS, Abbott LF. full-FORCE: A target-based method for training recurrent networks. Plos One. 13: e0191527. PMID 29415041 DOI: 10.1371/Journal.Pone.0191527  0.748
2016 Rajan K, Harvey CD, Tank DW. Recurrent Network Models of Sequence Generation and Memory. Neuron. PMID 26971945 DOI: 10.1016/j.neuron.2016.02.009  0.68
2013 Rajan K, Bialek W. Maximally informative "stimulus energies" in the analysis of neural responses to natural signals. Plos One. 8: e71959. PMID 24250780 DOI: 10.1371/journal.pone.0071959  0.632
2013 Rajan K, Marre O, Tka?ik G. Learning quadratic receptive fields from neural responses to natural stimuli. Neural Computation. 25: 1661-92. PMID 23607557 DOI: 10.1162/Neco_A_00463  0.433
2011 Abbott LF, Rajan K, Sompolinsky H. Interactions between Intrinsic and Stimulus-Evoked Activity in Recurrent Neural Networks The Dynamic Brain: An Exploration of Neuronal Variability and Its Functional Significance. DOI: 10.1093/acprof:oso/9780195393798.003.0004  0.555
2010 Rajan K, Abbott LF, Sompolinsky H. Stimulus-dependent suppression of chaos in recurrent neural networks. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 82: 011903. PMID 20866644 DOI: 10.1103/PhysRevE.82.011903  0.629
2010 Rajan K, Abbott LF, Sompolinsky H. Stimulus-dependent suppression of intrinsic variability in recurrent neural networks Bmc Neuroscience. 11. DOI: 10.1186/1471-2202-11-S1-O17  0.487
2010 Rajan K, Abbott LF, Sompolinsky H. Inferring stimulus selectivity from the spatial structure of neural network dynamics Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010.  0.534
2007 Rajan K, Abbott LF. Temperature-compensated chemical reactions. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 75: 022902. PMID 17358384 DOI: 10.1103/PhysRevE.75.022902  0.508
2006 Rajan K, Abbott LF. Eigenvalue spectra of random matrices for neural networks. Physical Review Letters. 97: 188104. PMID 17155583 DOI: 10.1103/PhysRevLett.97.188104  0.579
2005 Vogels TP, Rajan K, Abbott LF. Neural network dynamics. Annual Review of Neuroscience. 28: 357-76. PMID 16022600 DOI: 10.1146/annurev.neuro.28.061604.135637  0.728
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