K P Unnikrishnan
K P Unnikrishnan
Chief Scientist, eNeuroLearn
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Cited by
Cited by
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
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
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
Alopex: A correlation-based learning algorithm for feedforward and recurrent neural networks
KP Unnikrishnan, KP Venugopal
Neural Computation 6 (3), 469-490, 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
Connected-digit speaker-dependent speech recognition using a neural network
KP Unnikrishnan, JJ Hopfield, DW Tank
IEEE Transactions on Signal Process 39, 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
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
Fault prediction framework using temporal data mining
D Patnaik, P Bandyopadhyay, SW Holland, KP Unnikrishnan, ...
US Patent 8,676,432, 2014
Capsule networks with max-min normalization
Z Zhao, A Kleinhans, G Sandhu, I Patel, KP Unnikrishnan
arXiv preprint arXiv:1903.09662, 2019
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
System and method for mining of temporal data
PS Sastry, S Laxman, KP Unnikrishnan
US Patent 7,644,078, 2010
Brainstem control of sensory information: A mechanism for perception
E Harth, KP Unnikrishnan
International journal of psychophysiology 3 (2), 101-119, 1985
Root cause diagnostics using temporal data mining
KP Unnikrishnan, BQ Shadid, PS Sastry, S Laxman
US Patent 7,509,234, 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
Conditional probability-based significance tests for sequential patterns in multineuronal spike trains
PS Sastry, KP Unnikrishnan
Neural Computation 22 (4), 1025-1059, 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
Two timescale analysis of the alopex algorithm for optimization
PS Sastry, M Magesh, KP Unnikrishnan
Neural Computation 14 (11), 2729-2750, 2002
Learning in connectionist networks using the alopex algorithm
KP Unnikrishnan, KP Venugopal
[Proceedings 1992] IJCNN International Joint Conference on Neural Networks 1 …, 1992
Memory neuron networks: A prolegomenon
General Motors Corporation. Research Laboratories. Computer Science Department
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