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K. P. Unnikrishnan
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Journal Articles
- 2014
- [j12]Casey O. Diekman, Kohinoor Dasgupta, Vijay N. Nair, K. P. Unnikrishnan:
Discovering Functional Neuronal Connectivity from Serial Patterns in Spike Train Data. Neural Comput. 26(7): 1263-1297 (2014) - 2010
- [j11]P. S. Sastry, K. P. Unnikrishnan:
Conditional Probability-Based Significance Tests for Sequential Patterns in Multineuronal Spike Trains. Neural Comput. 22(4): 1025-1059 (2010) - 2008
- [j10]Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan:
Inferring neuronal network connectivity from spike data: A temporal data mining approach. Sci. Program. 16(1): 49-77 (2008) - 2007
- [j9]Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan:
Discovering Frequent Generalized Episodes When Events Persist for Different Durations. IEEE Trans. Knowl. Data Eng. 19(9): 1188-1201 (2007) - 2006
- [j8]K. P. Unnikrishnan, Naren Ramakrishnan, P. S. Sastry, Ramasamy Uthurusamy:
Network reconstruction from dynamic data. SIGKDD Explor. 8(2): 90-91 (2006) - 2005
- [j7]Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan:
Discovering Frequent Episodes and Learning Hidden Markov Models: A Formal Connection. IEEE Trans. Knowl. Data Eng. 17(11): 1505-1517 (2005) - 2004
- [j6]K. P. Unnikrishnan, Ramasamy Uthurusamy, Jiawei Han:
The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004). SIGKDD Explor. 6(2): 152 (2004) - 2002
- [j5]P. S. Sastry, M. Magesh, K. P. Unnikrishnan:
Two Timescale Analysis of the Alopex Algorithm for Optimization. Neural Comput. 14(11): 2729-2750 (2002) - 1994
- [j4]K. P. Unnikrishnan, Kootala P. Venugopal:
Alopex: A Correlation-Based Learning Algorithm for Feedforward and Recurrent Neural Networks. Neural Comput. 6(3): 469-490 (1994) - [j3]P. S. Sastry, G. Santharam, K. P. Unnikrishnan:
Memory neuron networks for identification and control of dynamical systems. IEEE Trans. Neural Networks 5(2): 306-319 (1994) - 1992
- [j2]K. P. Unnikrishnan, John J. Hopfield, David W. Tank:
Speaker-Independent Digit Recognition Using a Neural Network with Time-Delayed Connections. Neural Comput. 4(1): 108-119 (1992) - 1991
- [j1]K. P. Unnikrishnan, John J. Hopfield, David W. Tank:
Connected-digit speaker-dependent speech recognition using a neural network with time-delayed connections. IEEE Trans. Signal Process. 39(3): 698-713 (1991)
Conference and Workshop Papers
- 2013
- [c4]Joyce C. Ho, Joydeep Ghosh, K. P. Unnikrishnan:
Risk Prediction of a Multiple Sclerosis Diagnosis. ICHI 2013: 175-183 - 2010
- [c3]K. P. Unnikrishnan, Debprakash Patnaik, Theodore J. Iwashyna:
Discovering specific cascades in critical care transfer networks. IHI 2010: 541-544 - 2007
- [c2]Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan:
A fast algorithm for finding frequent episodes in event streams. KDD 2007: 410-419 - 1992
- [c1]P. W. Rander, K. P. Unnikrishnan:
Learning the time-delay characteristics in a neural network. ICASSP 1992: 285-288
Informal and Other Publications
- 2019
- [i9]Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan:
Capsule Networks with Max-Min Normalization. CoRR abs/1903.09662 (2019) - [i8]Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan:
Fast Inference in Capsule Networks Using Accumulated Routing Coefficients. CoRR abs/1904.07304 (2019) - 2010
- [i7]Raajay Viswanathan, P. S. Sastry, K. P. Unnikrishnan:
Efficient Discovery of Large Synchronous Events in Neural Spike Streams. CoRR abs/1006.1543 (2010) - 2009
- [i6]Casey O. Diekman, Kohinoor Dasgupta, Vijay N. Nair, P. S. Sastry, K. P. Unnikrishnan:
Statistical Inference of Functional Connectivity in Neuronal Networks using Frequent Episodes. CoRR abs/0902.3725 (2009) - [i5]Srivatsan Laxman, Basel Shadid, P. S. Sastry, K. P. Unnikrishnan:
Temporal data mining for root-cause analysis of machine faults in automotive assembly lines. CoRR abs/0904.4608 (2009) - 2008
- [i4]Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan:
Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach. CoRR abs/0803.0450 (2008) - [i3]P. S. Sastry, K. P. Unnikrishnan:
Conditional probability based significance tests for sequential patterns in multi-neuronal spike trains. CoRR abs/0808.3511 (2008) - 2007
- [i2]Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan:
Inferring Neuronal Network Connectivity using Time-constrained Episodes. CoRR abs/0709.0218 (2007) - [i1]K. P. Unnikrishnan, Debprakash Patnaik, P. S. Sastry:
Discovering Patterns in Multi-neuronal Spike Trains using the Frequent Episode Method. CoRR abs/0709.0566 (2007)
Coauthor Index
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