David Sussillo, PhD - Publications

Affiliations: 
Electrical Engineering, Neurosciences Stanford University, Palo Alto, CA 

18 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any innacuracies, 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
2018 Pandarinath C, O'Shea DJ, Collins J, Jozefowicz R, Stavisky SD, Kao JC, Trautmann EM, Kaufman MT, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV, Abbott LF, Sussillo D. Inferring single-trial neural population dynamics using sequential auto-encoders. Nature Methods. PMID 30224673 DOI: 10.1038/s41592-018-0109-9  1
2018 Driscoll LN, Golub MD, Sussillo D. Computation through Cortical Dynamics. Neuron. 98: 873-875. PMID 29879388 DOI: 10.1016/j.neuron.2018.05.029  0.44
2017 Sussillo D, Stavisky SD, Kao JC, Ryu SI, Shenoy KV. Corrigendum: Making brain-machine interfaces robust to future neural variability. Nature Communications. 8: 14490. PMID 28106034 DOI: 10.1038/ncomms14490  1
2016 Sussillo D, Stavisky SD, Kao JC, Ryu SI, Shenoy KV. Making brain-machine interfaces robust to future neural variability. Nature Communications. 7: 13749. PMID 27958268 DOI: 10.1038/ncomms13749  1
2016 Kaufman MT, Seely JS, Sussillo D, Ryu SI, Shenoy KV, Churchland MM. The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type. Eneuro. 3. PMID 27761519 DOI: 10.1523/ENEURO.0085-16.2016  1
2015 Sussillo D, Churchland MM, Kaufman MT, Shenoy KV. A neural network that finds a naturalistic solution for the production of muscle activity. Nature Neuroscience. 18: 1025-33. PMID 26075643 DOI: 10.1038/nn.4042  1
2014 Sussillo D. Neural circuits as computational dynamical systems. Current Opinion in Neurobiology. 25: 156-63. PMID 24509098 DOI: 10.1016/j.conb.2014.01.008  1
2014 Kao JC, Stavisky SD, Sussillo D, Nuyujukian P, Shenoy KV. Information systems opportunities in brain-machine interface decoders Proceedings of the Ieee. 102: 666-682. DOI: 10.1109/JPROC.2014.2307357  1
2013 Mante V, Sussillo D, Shenoy KV, Newsome WT. Context-dependent computation by recurrent dynamics in prefrontal cortex. Nature. 503: 78-84. PMID 24201281 DOI: 10.1038/nature12742  1
2013 Barak O, Sussillo D, Romo R, Tsodyks M, Abbott LF. From fixed points to chaos: three models of delayed discrimination. Progress in Neurobiology. 103: 214-22. PMID 23438479 DOI: 10.1016/j.pneurobio.2013.02.002  1
2013 Sussillo D, Barak O. Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks. Neural Computation. 25: 626-49. PMID 23272922 DOI: 10.1162/NECO_a_00409  1
2012 Sussillo D, Abbott LF. Transferring learning from external to internal weights in echo-state networks with sparse connectivity. Plos One. 7: e37372. PMID 22655041 DOI: 10.1371/journal.pone.0037372  1
2012 Sussillo D, Nuyujukian P, Fan JM, Kao JC, Stavisky SD, Ryu S, Shenoy K. A recurrent neural network for closed-loop intracortical brain-machine interface decoders. Journal of Neural Engineering. 9: 026027. PMID 22427488 DOI: 10.1088/1741-2560/9/2/026027  1
2009 Sussillo D, Abbott LF. Generating coherent patterns of activity from chaotic neural networks. Neuron. 63: 544-57. PMID 19709635 DOI: 10.1016/j.neuron.2009.07.018  1
2007 Sussillo D, Toyoizumi T, Maass W. Self-tuning of neural circuits through short-term synaptic plasticity. Journal of Neurophysiology. 97: 4079-95. PMID 17409166 DOI: 10.1152/jn.01357.2006  1
2007 Trevelyan AJ, Sussillo D, Yuste R. Feedforward inhibition contributes to the control of epileptiform propagation speed. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 3383-7. PMID 17392454 DOI: 10.1523/JNEUROSCI.0145-07.2007  1
2006 Trevelyan AJ, Sussillo D, Watson BO, Yuste R. Modular propagation of epileptiform activity: evidence for an inhibitory veto in neocortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 26: 12447-55. PMID 17135406 DOI: 10.1523/JNEUROSCI.2787-06.2006  1
2004 Sussillo D, Kundaje A, Anastassiou D. Spectrogram Analysis of Genomes Eurasip Journal On Applied Signal Processing. 2004: 29-42. DOI: 10.1155/S1110865704310048  1
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