K P Unnikrishnan
K P Unnikrishnan
Chief Scientist, eNeuroLearn
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
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
4141994
Alopex: A correlation-based learning algorithm for feedforward and recurrent neural networks
KP Unnikrishnan, KP Venugopal
Neural Computation 6 (3), 469-490, 1994
1661994
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
1642007
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
1642005
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
1451987
Connected-digit speaker-dependent speech recognition using a neural network
KP Unnikrishnan, JJ Hopfield, DW Tank
IEEE Transactions on Signal Processing 39 (3), 1991
911991
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
732007
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
722008
System and method for mining of temporal data
PS Sastry, S Laxman, KP Unnikrishnan
US Patent 7,644,078, 2010
502010
Brainstem control of sensory information: A mechanism for perception
E Harth, KP Unnikrishnan
International journal of psychophysiology 3 (2), 101-119, 1985
451985
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
421991
Root cause diagnostics using temporal data mining
KP Unnikrishnan, BQ Shadid, PS Sastry, S Laxman
US Patent 7,509,234, 2009
412009
Fault prediction framework using temporal data mining
D Patnaik, P Bandyopadhyay, SW Holland, KP Unnikrishnan, ...
US Patent 8,676,432, 2014
382014
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
352012
Conditional probability-based significance tests for sequential patterns in multineuronal spike trains
PS Sastry, KP Unnikrishnan
Neural computation 22 (4), 1025-1059, 2010
312010
Learning in connectionist networks using the alopex algorithm
KP Unnikrishnan, KP Venugopal
[Proceedings 1992] IJCNN International Joint Conference on Neural Networks 1 …, 1992
251992
Two timescale analysis of the alopex algorithm for optimization
PS Sastry, M Magesh, KP Unnikrishnan
Neural Computation 14 (11), 2729-2750, 2002
242002
Neural networks for engine fault diagnostics
DW Dong, JJ Hopfield, KP Unnikrishnan
Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE …, 1997
241997
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
232004
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
231992
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