K. P. Unnikrishnan

According to our database, K. P. Unnikrishnan authored at least 25 papers between 1991 and 2019.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2019

Fast Inference in Capsule Networks Using Accumulated Routing Coefficients.

Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan

CoRR, 2019

Capsule Networks with Max-Min Normalization.

Zhen Zhao, Ashley Kleinhans, Gursharan Sandhu, Ishan Patel, K. P. Unnikrishnan

CoRR, 2019

2014

Discovering Functional Neuronal Connectivity from Serial Patterns in Spike Train Data.

Casey O. Diekman, Kohinoor Dasgupta, Vijay N. Nair, K. P. Unnikrishnan

Neural Comput., 2014

2013

Risk Prediction of a Multiple Sclerosis Diagnosis.

Joyce C. Ho, Joydeep Ghosh, K. P. Unnikrishnan

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

2010

Conditional Probability-Based Significance Tests for Sequential Patterns in Multineuronal Spike Trains.

P. S. Sastry, K. P. Unnikrishnan

Neural Comput., 2010

Efficient Discovery of Large Synchronous Events in Neural Spike Streams

Raajay Viswanathan, P. S. Sastry, K. P. Unnikrishnan

CoRR, 2010

Discovering specific cascades in critical care transfer networks.

K. P. Unnikrishnan, Debprakash Patnaik, Theodore J. Iwashyna

Proceedings of the ACM International Health Informatics Symposium, 2010

2009

Temporal data mining for root-cause analysis of machine faults in automotive assembly lines

Srivatsan Laxman, Basel Shadid, P. S. Sastry, K. P. Unnikrishnan

CoRR, 2009

Statistical Inference of Functional Connectivity in Neuronal Networks using Frequent Episodes.

Casey O. Diekman, Kohinoor Dasgupta, Vijay N. Nair, P. S. Sastry, K. P. Unnikrishnan

CoRR, 2009

2008

Inferring neuronal network connectivity from spike data: A temporal data mining approach.

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan

Sci. Program., 2008

Conditional probability based significance tests for sequential patterns in multi-neuronal spike trains

P. S. Sastry, K. P. Unnikrishnan

CoRR, 2008

Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan

CoRR, 2008

2007

Discovering Frequent Generalized Episodes When Events Persist for Different Durations.

Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan

IEEE Trans. Knowl. Data Eng., 2007

Discovering Patterns in Multi-neuronal Spike Trains using the Frequent Episode Method

K. P. Unnikrishnan, Debprakash Patnaik, P. S. Sastry

CoRR, 2007

Inferring Neuronal Network Connectivity using Time-constrained Episodes

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan

CoRR, 2007

A fast algorithm for finding frequent episodes in event streams.

Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006

Network reconstruction from dynamic data.

K. P. Unnikrishnan, Naren Ramakrishnan, P. S. Sastry, Ramasamy Uthurusamy

SIGKDD Explor., 2006

2005

Discovering Frequent Episodes and Learning Hidden Markov Models: A Formal Connection.

Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan

IEEE Trans. Knowl. Data Eng., 2005

2004

The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004).

K. P. Unnikrishnan, Ramasamy Uthurusamy, Jiawei Han

SIGKDD Explor., 2004

2002

Two Timescale Analysis of the Alopex Algorithm for Optimization.

P. S. Sastry, M. Magesh, K. P. Unnikrishnan

Neural Comput., 2002

1994

Memory neuron networks for identification and control of dynamical systems.

P. S. Sastry, G. Santharam, K. P. Unnikrishnan

IEEE Trans. Neural Networks, 1994

Alopex: A Correlation-Based Learning Algorithm for Feedforward and Recurrent Neural Networks.

K. P. Unnikrishnan, Kootala P. Venugopal

Neural Comput., 1994

1992

Speaker-Independent Digit Recognition Using a Neural Network with Time-Delayed Connections.

K. P. Unnikrishnan, John J. Hopfield, David W. Tank

Neural Comput., 1992

Learning the time-delay characteristics in a neural network.

P. W. Rander, K. P. Unnikrishnan

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991

Connected-digit speaker-dependent speech recognition using a neural network with time-delayed connections.

K. P. Unnikrishnan, John J. Hopfield, David W. Tank

IEEE Trans. Signal Process., 1991