| 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 | 406 | 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 | 164 | 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 | 164 | 2005 |
| Alopex: A correlation-based learning algorithm for feedforward and recurrent neural networks KP Unnikrishnan, KP Venugopal Neural Computation 6 (3), 469-490, 1994 | 162 | 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 | 138 | 1987 |
| Connected-digit speaker-dependent speech recognition using a neural network KP Unnikrishnan, JJ Hopfield, DW Tank IEEE Transactions on Signal Processing 39 (3), 1991 | 89 | 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 | 73 | 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 | 72 | 2008 |
| System and method for mining of temporal data PS Sastry, S Laxman, KP Unnikrishnan US Patent 7,644,078, 2010 | 50 | 2010 |
| Brainstem control of sensory information: A mechanism for perception E Harth, KP Unnikrishnan International journal of psychophysiology 3 (2), 101-119, 1985 | 42 | 1985 |
| Root cause diagnostics using temporal data mining KP Unnikrishnan, BQ Shadid, PS Sastry, S Laxman US Patent 7,509,234, 2009 | 41 | 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 | 41 | 1991 |
| Fault prediction framework using temporal data mining D Patnaik, P Bandyopadhyay, SW Holland, KP Unnikrishnan, ... US Patent 8,676,432, 2014 | 38 | 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 | 35 | 2012 |
| Conditional probability-based significance tests for sequential patterns in multineuronal spike trains PS Sastry, KP Unnikrishnan Neural computation 22 (4), 1025-1059, 2010 | 31 | 2010 |
| Two timescale analysis of the alopex algorithm for optimization PS Sastry, M Magesh, KP Unnikrishnan Neural Computation 14 (11), 2729-2750, 2002 | 24 | 2002 |
| Neural networks for engine fault diagnostics DW Dong, JJ Hopfield, KP Unnikrishnan Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE …, 1997 | 24 | 1997 |
| 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 | 23 | 2004 |
| Learning in connectionist networks using the alopex algorithm KP Unnikrishnan, KP Venugopal [Proceedings 1992] IJCNN International Joint Conference on Neural Networks 1 …, 1992 | 23 | 1992 |
| Speaker-independent digit recognition using a neural network with time-delayed connections KP Unnikrishnan, JJ Hopfield, DW Tank Neural Computation 4 (1), 108-119, 1992 | 23 | 1992 |
P S SastryDepartment Electrical Engineering, Indian Institute of ScienceVerified email at iisc.ac.in
