| Memory neuron networks for identification and control of dynamical systems PS Sastry, G Santharam, KP Unnikrishnan IEEE transactions on neural networks 5 (2), 306-319, 1994 | 455 | 1994 |
| A fast algorithm for finding frequent episodes in event streams S Laxman, PS Sastry, KP Unnikrishnan Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007 | 183 | 2007 |
| Discovering frequent episodes and learning hidden markov models: A formal connection S Laxman, PS Sastry, KP Unnikrishnan IEEE Transactions on Knowledge and Data Engineering 17 (11), 1505-1517, 2005 | 179 | 2005 |
| Alopex: A correlation-based learning algorithm for feedforward and recurrent neural networks KP Unnikrishnan, KP Venugopal Neural Computation 6 (3), 469-490, 1994 | 170 | 1994 |
| The inversion of sensory processing by feedback pathways: A model of visual cognitive functions E Harth, KP Unnikrishnan, AS Pandya Science 237 (4811), 184-187, 1987 | 161 | 1987 |
| Connected-digit speaker-dependent speech recognition using a neural network K Unnikrishnan, JJ Hopfield, DW Tank IEEE Transactions on Signal Process 39, 1991 | 101 | 1991 |
| Discovering frequent generalized episodes when events persist for different durations S Laxman, P Sastry, K Unnikrishnan IEEE Transactions on Knowledge and Data Engineering 19 (9), 1188-1201, 2007 | 89 | 2007 |
| Inferring neuronal network connectivity from spike data: A temporal data mining approach D Patnaik, PS Sastry, KP Unnikrishnan Scientific Programming 16 (1), 49-77, 2008 | 78 | 2008 |
| Capsule networks with max-min normalization Z Zhao, A Kleinhans, G Sandhu, I Patel, KP Unnikrishnan arXiv preprint arXiv:1903.09662, 2019 | 66 | 2019 |
| Fault prediction framework using temporal data mining D Patnaik, P Bandyopadhyay, SW Holland, KP Unnikrishnan, ... US Patent 8,676,432, 2014 | 65 | 2014 |
| Revenue, relationships and routines: The social organization of acute myocardial infarction patient transfers in the United States TC Veinot, EA Bosk, KP Unnikrishnan, TJ Iwashyna Social science & medicine 75 (10), 1800-1810, 2012 | 55 | 2012 |
| System and method for mining of temporal data PS Sastry, S Laxman, KP Unnikrishnan US Patent 7,644,078, 2010 | 52 | 2010 |
| Brainstem control of sensory information: A mechanism for perception E Harth, KP Unnikrishnan International journal of psychophysiology 3 (2), 101-119, 1985 | 48 | 1985 |
| Root cause diagnostics using temporal data mining KP Unnikrishnan, BQ Shadid, PS Sastry, S Laxman US Patent 7,509,234, 2009 | 45 | 2009 |
| Nonlinear prediction of speech signals using memory neuron networks P Poddar, KP Unnikrishnan Neural Networks for Signal Processing: Proceedings of the 1991 IEEE Workshop …, 1991 | 40 | 1991 |
| Conditional probability-based significance tests for sequential patterns in multineuronal spike trains PS Sastry, KP Unnikrishnan Neural Computation 22 (4), 1025-1059, 2010 | 34 | 2010 |
| Neural networks for engine fault diagnostics DW Dong, JJ Hopfield, KP Unnikrishnan Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE …, 1997 | 30 | 1997 |
| Two timescale analysis of the alopex algorithm for optimization PS Sastry, M Magesh, KP Unnikrishnan Neural Computation 14 (11), 2729-2750, 2002 | 28 | 2002 |
| Learning in connectionist networks using the alopex algorithm KP Unnikrishnan, KP Venugopal [Proceedings 1992] IJCNN International Joint Conference on Neural Networks 1 …, 1992 | 27 | 1992 |
| Fast algorithms for frequent episode discovery in event sequences S Laxman, PS Sastry, KP Unnikrishnan Proc. 3rd Workshop on Mining Temporal and Sequential Data, 2004 | 26 | 2004 |
P S SastryDepartment Electrical Engineering, Indian Institute of ScienceVerified email at iisc.ac.in
