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Maneesh Sahani - Publications

Affiliations: 
University College London, London, United Kingdom 
Area:
Computation & Theory
Website:
http://www.gatsby.ucl.ac.uk/~maneesh/
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Year Citation  Score
2021 Duncker L, Sahani M. Dynamics on the manifold: Identifying computational dynamical activity from neural population recordings. Current Opinion in Neurobiology. 70: 163-170. PMID 34837752 DOI: 10.1016/j.conb.2021.10.014  0.796
2021 Trautmann EM, O'Shea DJ, Sun X, Marshel JH, Crow A, Hsueh B, Vesuna S, Cofer L, Bohner G, Allen W, Kauvar I, Quirin S, MacDougall M, Chen Y, Whitmire MP, ... ... Sahani M, et al. Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface. Nature Communications. 12: 3689. PMID 34140486 DOI: 10.1038/s41467-021-23884-5  0.634
2020 Gothner T, Gonçalves PJ, Sahani M, Linden JF, Hildebrandt KJ. Sustained Activation of PV+ Interneurons in Core Auditory Cortex Enables Robust Divisive Gain Control for Complex and Naturalistic Stimuli. Cerebral Cortex (New York, N.Y. : 1991). PMID 33300581 DOI: 10.1093/cercor/bhaa347  0.808
2020 Jerjian SJ, Sahani M, Kraskov A. Movement initiation and grasp representation in premotor and primary motor cortex mirror neurons. Elife. 9. PMID 32628107 DOI: 10.7554/eLife.54139  0.346
2020 Jerjian SJ, Sahani M, Kraskov A. Author response: Movement initiation and grasp representation in premotor and primary motor cortex mirror neurons Elife. DOI: 10.7554/Elife.54139.Sa2  0.342
2019 Williamson RS, Sahani M, Pillow JW. Correction: The equivalence of information-theoretic and likelihood-based methods for neural dimensionality reduction (Plos Comput Biol, (2015), 11, 4, 10.1371/journal.pcbi.1004141) Plos Computational Biology. 15. PMID 31199805 DOI: 10.1371/Journal.Pcbi.1007139  0.745
2019 Lieder I, Adam V, Frenkel O, Jaffe-Dax S, Sahani M, Ahissar M. Perceptual bias reveals slow-updating in autism and fast-forgetting in dyslexia. Nature Neuroscience. PMID 30643299 DOI: 10.1038/S41593-018-0308-9  0.308
2018 Meyer AF, Poort J, O'Keefe J, Sahani M, Linden JF. A Head-Mounted Camera System Integrates Detailed Behavioral Monitoring with Multichannel Electrophysiology in Freely Moving Mice. Neuron. 100: 46-60.e7. PMID 30308171 DOI: 10.1016/J.Neuron.2018.09.020  0.77
2018 Khan AG, Poort J, Chadwick A, Blot A, Sahani M, Mrsic-Flogel TD, Hofer SB. Distinct learning-induced changes in stimulus selectivity and interactions of GABAergic interneuron classes in visual cortex. Nature Neuroscience. PMID 29786081 DOI: 10.1038/S41593-018-0143-Z  0.362
2017 Hildebrandt KJ, Sahani M, Linden JF. The Impact of Anesthetic State on Spike-Sorting Success in the Cortex: A Comparison of Ketamine and Urethane Anesthesia. Frontiers in Neural Circuits. 11: 95. PMID 29238293 DOI: 10.3389/fncir.2017.00095  0.727
2017 Chambers C, Akram S, Adam V, Pelofi C, Sahani M, Shamma S, Pressnitzer D. Prior context in audition informs binding and shapes simple features. Nature Communications. 8: 15027. PMID 28425433 DOI: 10.1038/Ncomms15027  0.385
2016 Meyer AF, Williamson RS, Linden JF, Sahani M. Models of Neuronal Stimulus-Response Functions: Elaboration, Estimation, and Evaluation. Frontiers in Systems Neuroscience. 10: 109. PMID 28127278 DOI: 10.3389/Fnsys.2016.00109  0.799
2016 Stringer C, Pachitariu M, Steinmetz NA, Okun M, Bartho P, Harris KD, Sahani M, Lesica NA. Inhibitory control of correlated intrinsic variability in cortical networks. Elife. 5. PMID 27926356 DOI: 10.7554/Elife.19695  0.751
2016 O'Shea DJ, Trautmann E, Chandrasekaran C, Stavisky S, Kao J, Sahani M, Ryu S, Deisseroth K, Shenoy KV. The need for calcium imaging in nonhuman primates: New motor neuroscience and brain-machine interfaces. Experimental Neurology. PMID 27511294 DOI: 10.1016/J.Expneurol.2016.08.003  0.677
2016 Ferrè ER, Sahani M, Haggard P. Subliminal stimulation and somatosensory signal detection. Acta Psychologica. 170: 103-111. PMID 27387873 DOI: 10.1016/J.Actpsy.2016.06.009  0.361
2016 Williamson RS, Ahrens MB, Linden JF, Sahani M. Input-Specific Gain Modulation by Local Sensory Context Shapes Cortical and Thalamic Responses to Complex Sounds. Neuron. PMID 27346532 DOI: 10.1016/J.Neuron.2016.05.041  0.794
2016 Stringer C, Pachitariu M, Steinmetz NA, Okun M, Bartho P, Harris KD, Sahani M, Lesica NA. Author response: Inhibitory control of correlated intrinsic variability in cortical networks Elife. DOI: 10.7554/Elife.19695.022  0.713
2015 Poort J, Khan AG, Pachitariu M, Nemri A, Orsolic I, Krupic J, Bauza M, Sahani M, Keller GB, Mrsic-Flogel TD, Hofer SB. Learning Enhances Sensory and Multiple Non-sensory Representations in Primary Visual Cortex. Neuron. 86: 1478-90. PMID 26051421 DOI: 10.1016/J.Neuron.2015.05.037  0.741
2015 Schulz DP, Sahani M, Carandini M. Five key factors determining pairwise correlations in visual cortex. Journal of Neurophysiology. 114: 1022-33. PMID 26019310 DOI: 10.1152/jn.00094.2015  0.41
2015 Williamson RS, Sahani M, Pillow JW. The equivalence of information-theoretic and likelihood-based methods for neural dimensionality reduction. Plos Computational Biology. 11: e1004141. PMID 25831448 DOI: 10.1371/journal.pcbi.1004141  0.771
2015 Pachitariu M, Lyamzin DR, Sahani M, Lesica NA. State-dependent population coding in primary auditory cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 2058-73. PMID 25653363 DOI: 10.1523/Jneurosci.3318-14.2015  0.745
2015 Macke JH, Buesing L, Sahani M. Estimating state and parameters in state space models of spike trains Advanced State Space Methods For Neural and Clinical Data. 137-159. DOI: 10.1017/CBO9781139941433.007  0.735
2015 Poort J, Khan AG, Pachitariu M, Nemri A, Orsolic I, Krupic J, Bauza M, Sahani M, Keller GB, Mrsic-Flogel TD, Hofer SB. Learning Enhances Sensory and Multiple Non-sensory Representations in Primary Visual Cortex Neuron. 86. DOI: 10.1016/j.neuron.2015.05.037  0.703
2015 Pachitariu M, Lyamzin DR, Sahani M, Lesica NA. State-dependent population coding in primary auditory cortex Journal of Neuroscience. 35.  0.71
2014 Turner RE, Sahani M. Time-frequency analysis as probabilistic inference Ieee Transactions On Signal Processing. 62. DOI: 10.1109/TSP.2014.2362100  0.452
2014 Henniges M, Turner RE, Sahani M, Eggert J, Lücke J. Efficient occlusive components analysis Journal of Machine Learning Research. 15.  0.361
2013 Shenoy KV, Sahani M, Churchland MM. Cortical control of arm movements: a dynamical systems perspective. Annual Review of Neuroscience. 36: 337-59. PMID 23725001 DOI: 10.1146/annurev-neuro-062111-150509  0.696
2013 Garrido MI, Sahani M, Dolan RJ. Outlier responses reflect sensitivity to statistical structure in the human brain. Plos Computational Biology. 9: e1002999. PMID 23555230 DOI: 10.1371/Journal.Pcbi.1002999  0.343
2013 Pachitariu M, Petreska B, Sahani M. Recurrent linear models of simultaneously-recorded neural populations Advances in Neural Information Processing Systems.  0.728
2013 Pachitariu M, Packer A, Pettit N, Dagleish H, Hausser M, Sahani M. Extracting regions of interest from biological images with convolutional sparse block coding Advances in Neural Information Processing Systems.  0.662
2012 Whiteley L, Sahani M. Attention in a bayesian framework. Frontiers in Human Neuroscience. 6: 100. PMID 22712010 DOI: 10.3389/fnhum.2012.00100  0.722
2012 Buesing L, Macke JH, Sahani M. Learning stable, regularised latent models of neural population dynamics. Network (Bristol, England). 23: 24-47. PMID 22663075 DOI: 10.3109/0954898X.2012.677095  0.797
2012 Garrido MI, Barnes GR, Sahani M, Dolan RJ. Functional evidence for a dual route to amygdala. Current Biology : Cb. 22: 129-34. PMID 22209532 DOI: 10.1016/J.Cub.2011.11.056  0.389
2012 Turner RE, Sahani M. Decomposing signals into a sum of amplitude and frequency modulated sinusoids using probabilistic inference Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2012.6288343  0.403
2012 Pachitariu M, Sahani M. Learning visual motion in recurrent neural networks Advances in Neural Information Processing Systems. 2.  0.688
2012 Buesing L, Macke JH, Sahani M. Spectral learning of linear dynamics from generalised-linear observations with application to neural population data Advances in Neural Information Processing Systems. 3.  0.758
2011 Christianson GB, Sahani M, Linden JF. Depth-dependent temporal response properties in core auditory cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 12837-48. PMID 21900562 DOI: 10.1523/JNEUROSCI.2863-11.2011  0.688
2011 Afshar A, Santhanam G, Yu BM, Ryu SI, Sahani M, Shenoy KV. Single-trial neural correlates of arm movement preparation. Neuron. 71: 555-64. PMID 21835350 DOI: 10.1016/J.Neuron.2011.05.047  0.769
2011 Shenoy KV, Kaufman MT, Sahani M, Churchland MM. A dynamical systems view of motor preparation: implications for neural prosthetic system design. Progress in Brain Research. 192: 33-58. PMID 21763517 DOI: 10.1016/B978-0-444-53355-5.00003-8  0.688
2011 Ahrens MB, Sahani M. Observers exploit stochastic models of sensory change to help judge the passage of time. Current Biology : Cb. 21: 200-6. PMID 21256018 DOI: 10.1016/J.Cub.2010.12.043  0.68
2011 Turner RE, Sahani M. Demodulation as probabilistic inference Ieee Transactions On Audio, Speech and Language Processing. 19. DOI: 10.1109/TASL.2011.2135852  0.478
2011 Turner RE, Sahani M. Two problems with variational expectation maximisation for time series models Bayesian Time Series Models. DOI: 10.1017/CBO9780511984679.006  0.394
2011 MacKe JH, Büsing L, Cunningham JP, Yu BM, Shenoy KV, Sahani M. Empirical models of spiking in neural populations Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.789
2011 Turner RE, Sahani M. Probabilistic amplitude and frequency demodulation Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.378
2011 Petreska B, Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M. Dynamical segmentation of single trials from population neural data Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.729
2010 Englitz B, Ahrens M, Tolnai S, Rübsamen R, Sahani M, Jost J. Multilinear models of single cell responses in the medial nucleus of the trapezoid body. Network (Bristol, England). 21: 91-124. PMID 20735339 DOI: 10.3109/09548981003801996  0.699
2010 Fleming SM, Whiteley L, Hulme OJ, Sahani M, Dolan RJ. Effects of category-specific costs on neural systems for perceptual decision-making. Journal of Neurophysiology. 103: 3238-47. PMID 20357071 DOI: 10.1152/jn.01084.2009  0.736
2010 Churchland MM, Yu BM, Cunningham JP, Sugrue LP, Cohen MR, Corrado GS, Newsome WT, Clark AM, Hosseini P, Scott BB, Bradley DC, Smith MA, Kohn A, Movshon JA, Armstrong KM, ... ... Sahani M, et al. Stimulus onset quenches neural variability: a widespread cortical phenomenon. Nature Neuroscience. 13: 369-78. PMID 20173745 DOI: 10.1038/Nn.2501  0.804
2010 Turner RE, Sahani M. Statistical inference for single- and multi-band probabilistic amplitude demodulation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2010.5494909  0.403
2010 Yu BM, Santhanam G, Sahani M, Shenoy KV. Neural Decoding for Motor and Communication Prostheses Statistical Signal Processing For Neuroscience and Neurotechnology. DOI: 10.1016/B978-0-12-375027-3.00007-7  0.708
2009 Berkes P, Turner RE, Sahani M. A structured model of video reproduces primary visual cortical organisation. Plos Computational Biology. 5: e1000495. PMID 19730679 DOI: 10.1371/Journal.Pcbi.1000495  0.524
2009 Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M. Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. Journal of Neurophysiology. 102: 614-35. PMID 19357332 DOI: 10.1152/jn.90941.2008  0.773
2009 Santhanam G, Yu BM, Gilja V, Ryu SI, Afshar A, Sahani M, Shenoy KV. Factor-analysis methods for higher-performance neural prostheses. Journal of Neurophysiology. 102: 1315-30. PMID 19297518 DOI: 10.1152/Jn.00097.2009  0.76
2009 Englitz B, Ahrens M, Tolnai S, Rübsamen R, Sahani M, Jost J. Multilinear models for the auditory brainstem Bmc Neuroscience. 10. DOI: 10.1186/1471-2202-10-S1-P312  0.66
2009 Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M. Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity (Journal of Neurophysiology (2009) 102, (614-635) DOI: 10.1152/jn.90941.2008) Journal of Neurophysiology. 102. DOI: 10.1152/jn.z9k-9684-corr.2009  0.735
2009 Berkes P, Turner R, Sahani M. On sparsity and overcompleteness in image models Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.  0.38
2009 Lücke J, Turner R, Sahani M, Henniges M. Occlusive components analysis Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference.  0.357
2009 Cunningham JP, Yu BM, Shenoy KV, Sahani M. Inferring neural firing rates from spike trains using Gaussian Processes Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.  0.733
2009 Ahrens MB, Sahani M. Inferring elapsed time from stochastic neural processes Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.  0.641
2009 Turner RE, Sahani M. Modeling natural sounds with modulation cascade processes Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.  0.443
2009 Yu BM, Cunningham JP, Santhanam G, Ryu SI, Shenoy KV, Sahani M. Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference.  0.735
2008 Whiteley L, Sahani M. Implicit knowledge of visual uncertainty guides decisions with asymmetric outcomes. Journal of Vision. 8: 2.1-15. PMID 18484808 DOI: 10.1167/8.3.2  0.738
2008 Ahrens MB, Paninski L, Sahani M. Inferring input nonlinearities in neural encoding models. Network (Bristol, England). 19: 35-67. PMID 18300178 DOI: 10.1080/09548980701813936  0.694
2008 Ahrens MB, Linden JF, Sahani M. Nonlinearities and contextual influences in auditory cortical responses modeled with multilinear spectrotemporal methods. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 1929-42. PMID 18287509 DOI: 10.1523/Jneurosci.3377-07.2008  0.808
2008 Christianson GB, Sahani M, Linden JF. The consequences of response nonlinearities for interpretation of spectrotemporal receptive fields. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 446-55. PMID 18184787 DOI: 10.1523/Jneurosci.1775-07.2007  0.722
2008 Santhanam G, Yu BM, Gilja V, Ryu SI, Afshar A, Sahani M, Shenoy KV. A factor-analysis decoder for high-performance neural prostheses Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2008.4518833  0.723
2008 Yu BM, Cunningham JP, Shenoy KV, Sahani M. Neural decoding of movements: From linear to nonlinear trajectory models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4984. DOI: 10.1007/978-3-540-69158-7_61  0.731
2008 Cunningham JP, Shenoy KV, Sahani M. Fast Gaussian process methods for point process intensity estimation Proceedings of the 25th International Conference On Machine Learning.  0.586
2007 Churchland MM, Yu BM, Sahani M, Shenoy KV. Techniques for extracting single-trial activity patterns from large-scale neural recordings. Current Opinion in Neurobiology. 17: 609-18. PMID 18093826 DOI: 10.1016/J.Conb.2007.11.001  0.783
2007 Turner R, Sahani M. A maximum-likelihood interpretation for slow feature analysis. Neural Computation. 19: 1022-38. PMID 17348772 DOI: 10.1162/neco.2007.19.4.1022  0.508
2007 Yu BM, Kemere C, Santhanam G, Afshar A, Ryu SI, Meng TH, Sahani M, Shenoy KV. Mixture of trajectory models for neural decoding of goal-directed movements. Journal of Neurophysiology. 97: 3763-80. PMID 17329627 DOI: 10.1152/Jn.00482.2006  0.757
2007 Turner RE, Sahani M. Probabilistic amplitude demodulation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4666.  0.399
2006 Yu BM, Shenoy KV, Sahani M. Expectation propagation for inference in non-linear dynamical models with poisson observations Nsspw - Nonlinear Statistical Signal Processing Workshop 2006. DOI: 10.1109/NSSPW.2006.4378825  0.712
2005 Yu BM, Afshar A, Santhanam G, Ryu SI, Shenoy KV, Sahani M. Extracting dynamical structure embedded in neural activity Advances in Neural Information Processing Systems. 1545-1552.  0.723
2004 Santhanam G, Sahani M, Ryu S, Shenoy K. An extensible infrastructure for fully automated spike sorting during online experiments. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 6: 4380-4. PMID 17271276 DOI: 10.1109/IEMBS.2004.1404219  0.647
2003 Sahani M, Dayan P. Doubly distributional population codes: simultaneous representation of uncertainty and multiplicity. Neural Computation. 15: 2255-79. PMID 14511521 DOI: 10.1162/089976603322362356  0.361
2003 Linden JF, Liu RC, Sahani M, Schreiner CE, Merzenich MM. Spectrotemporal structure of receptive fields in areas AI and AAF of mouse auditory cortex. Journal of Neurophysiology. 90: 2660-75. PMID 12815016 DOI: 10.1152/jn.00751.2002  0.765
2003 Sahani M, Linden JF. How linear are auditory cortical responses? Advances in Neural Information Processing Systems.  0.683
2003 Sahani M, Linden JF. Evidence optimization techniques for estimating stimulus-response functions Advances in Neural Information Processing Systems.  0.641
2002 Pesaran B, Pezaris JS, Sahani M, Mitra PP, Andersen RA. Temporal structure in neuronal activity during working memory in macaque parietal cortex. Nature Neuroscience. 5: 805-11. PMID 12134152 DOI: 10.1038/nn890  0.785
2002 Orduna I, Gluck MA, Mercado E, Linden JF, Bao S, Merzenich MM, Sahani M. Experience‐dependent cortical processing of complex sounds by rats The Journal of the Acoustical Society of America. 112: 2314-2314. DOI: 10.1121/1.4779329  0.76
2000 Pezaris JS, Sahani M, Andersen RA. Spike train coherence in macaque parietal cortex during a memory saccade task Neurocomputing. 32: 953-960. DOI: 10.1016/S0925-2312(00)00265-4  0.783
1999 Wehr M, Pezaris JS, Sahani M. Simultaneous paired intracellular and tetrode recordings for evaluating the performance of spike sorting algorithms Neurocomputing. 26: 1061-1068. DOI: 10.1016/S0925-2312(99)00105-8  0.783
1999 Pezaris JS, Sahani M, Andersen RA. Response-locked changes in auto- and cross-covariations in parietal cortex Neurocomputing. 26: 471-476. DOI: 10.1016/S0925-2312(99)00053-3  0.79
1998 Sahani M, Pezaris JS, Andersen RA. On the separation of signals from neighboring cells in tetrode recordings Advances in Neural Information Processing Systems. 222-228.  0.755
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