K. P. Unnikrishnan

Publication Activity (10 Years)

Years Active: 1991-2019
Publications (10 Years): 2

Top Topics

Multiple Sclerosis

Fuzzy Relation Equations

Top Venues

Publications

Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan
Fast Inference in Capsule Networks Using Accumulated Routing Coefficients. CoRR (2019)
Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan
Capsule Networks with Max-Min Normalization. CoRR (2019)
Casey Diekman, Kohinoor Dasgupta, Vijay N. Nair, K. P. Unnikrishnan
Discovering Functional Neuronal Connectivity from Serial Patterns in Spike Train Data. Neural Comput. 26 (7) (2014)
Joyce C. Ho, Joydeep Ghosh, K. P. Unnikrishnan
Risk Prediction of a Multiple Sclerosis Diagnosis. ICHI (2013)
P. S. Sastry, K. P. Unnikrishnan
Conditional Probability-Based Significance Tests for Sequential Patterns in Multineuronal Spike Trains. Neural Comput. 22 (4) (2010)
Raajay Viswanathan, P. S. Sastry, K. P. Unnikrishnan
Efficient Discovery of Large Synchronous Events in Neural Spike Streams CoRR (2010)
K. P. Unnikrishnan, Debprakash Patnaik, Theodore J. Iwashyna
Discovering specific cascades in critical care transfer networks. IHI (2010)
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 (2009)
Casey Diekman, Kohinoor Dasgupta, Vijay N. Nair, P. S. Sastry, K. P. Unnikrishnan
Statistical Inference of Functional Connectivity in Neuronal Networks using Frequent Episodes. CoRR (2009)
Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan
Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach CoRR (2008)
P. S. Sastry, K. P. Unnikrishnan
Conditional probability based significance tests for sequential patterns in multi-neuronal spike trains CoRR (2008)
Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan
Inferring neuronal network connectivity from spike data: A temporal data mining approach. Sci. Program. 16 (1) (2008)
Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan
Inferring Neuronal Network Connectivity using Time-constrained Episodes CoRR (2007)
K. P. Unnikrishnan, Debprakash Patnaik, P. S. Sastry
Discovering Patterns in Multi-neuronal Spike Trains using the Frequent Episode Method CoRR (2007)
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) (2007)
Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan
A fast algorithm for finding frequent episodes in event streams. KDD (2007)
K. P. Unnikrishnan, Naren Ramakrishnan, P. S. Sastry, Ramasamy Uthurusamy
Network reconstruction from dynamic data. SIGKDD Explor. 8 (2) (2006)
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) (2005)
K. P. Unnikrishnan, Ramasamy Uthurusamy, Jiawei Han
The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004). SIGKDD Explor. 6 (2) (2004)
P. S. Sastry, M. Magesh, K. P. Unnikrishnan
Two Timescale Analysis of the Alopex Algorithm for Optimization. Neural Comput. 14 (11) (2002)
K. P. Unnikrishnan, Kootala P. Venugopal
Alopex: A Correlation-Based Learning Algorithm for Feedforward and Recurrent Neural Networks. Neural Comput. 6 (3) (1994)
P. S. Sastry, G. Santharam, K. P. Unnikrishnan
Memory neuron networks for identification and control of dynamical systems. IEEE Trans. Neural Networks 5 (2) (1994)
P. W. Rander, K. P. Unnikrishnan
Learning the time-delay characteristics in a neural network. ICASSP (1992)
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) (1992)
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) (1991)