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ORCIDBibTeX records: K. P. Unnikrishnan
@article{DBLP:journals/corr/abs-1903-09662,
author = {Zhen Zhao and
Ashley Kleinhans and
Gursharan Sandhu and
Ishan Patel and
K. P. Unnikrishnan},
title = {Capsule Networks with Max-Min Normalization},
journal = {CoRR},
volume = {abs/1903.09662},
year = {2019},
url = {http://arxiv.org/abs/1903.09662},
eprinttype = {arXiv},
eprint = {1903.09662},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07304,
author = {Zhen Zhao and
Ashley Kleinhans and
Gursharan Sandhu and
Ishan Patel and
K. P. Unnikrishnan},
title = {Fast Inference in Capsule Networks Using Accumulated Routing Coefficients},
journal = {CoRR},
volume = {abs/1904.07304},
year = {2019},
url = {http://arxiv.org/abs/1904.07304},
eprinttype = {arXiv},
eprint = {1904.07304},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DiekmanDNU14,
author = {Casey O. Diekman and
Kohinoor Dasgupta and
Vijay N. Nair and
K. P. Unnikrishnan},
title = {Discovering Functional Neuronal Connectivity from Serial Patterns
in Spike Train Data},
journal = {Neural Comput.},
volume = {26},
number = {7},
pages = {1263--1297},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00598},
doi = {10.1162/NECO\_A\_00598},
timestamp = {Sat, 04 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/DiekmanDNU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/HoGU13,
author = {Joyce C. Ho and
Joydeep Ghosh and
K. P. Unnikrishnan},
title = {Risk Prediction of a Multiple Sclerosis Diagnosis},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2013, 9-11 September, 2013, Philadelphia, PA, {USA}},
pages = {175--183},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICHI.2013.31},
doi = {10.1109/ICHI.2013.31},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/HoGU13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SastryU10,
author = {P. S. Sastry and
K. P. Unnikrishnan},
title = {Conditional Probability-Based Significance Tests for Sequential Patterns
in Multineuronal Spike Trains},
journal = {Neural Comput.},
volume = {22},
number = {4},
pages = {1025--1059},
year = {2010},
url = {https://doi.org/10.1162/neco.2009.12-08-928},
doi = {10.1162/NECO.2009.12-08-928},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SastryU10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/UnnikrishnanPI10,
author = {K. P. Unnikrishnan and
Debprakash Patnaik and
Theodore J. Iwashyna},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {Discovering specific cascades in critical care transfer networks},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {541--544},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883080},
doi = {10.1145/1882992.1883080},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ihi/UnnikrishnanPI10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-1543,
author = {Raajay Viswanathan and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Efficient Discovery of Large Synchronous Events in Neural Spike Streams},
journal = {CoRR},
volume = {abs/1006.1543},
year = {2010},
url = {http://arxiv.org/abs/1006.1543},
eprinttype = {arXiv},
eprint = {1006.1543},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-1543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DiekmanDNSU09,
author = {Casey O. Diekman and
Kohinoor Dasgupta and
Vijay N. Nair and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Statistical Inference of Functional Connectivity in Neuronal Networks
using Frequent Episodes},
journal = {CoRR},
volume = {abs/0902.3725},
year = {2009},
url = {http://arxiv.org/abs/0902.3725},
eprinttype = {arXiv},
eprint = {0902.3725},
timestamp = {Sat, 04 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DiekmanDNSU09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0904-4608,
author = {Srivatsan Laxman and
Basel Shadid and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Temporal data mining for root-cause analysis of machine faults in
automotive assembly lines},
journal = {CoRR},
volume = {abs/0904.4608},
year = {2009},
url = {http://arxiv.org/abs/0904.4608},
eprinttype = {arXiv},
eprint = {0904.4608},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0904-4608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sp/PatnaikSU08,
author = {Debprakash Patnaik and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Inferring neuronal network connectivity from spike data: {A} temporal
data mining approach},
journal = {Sci. Program.},
volume = {16},
number = {1},
pages = {49--77},
year = {2008},
url = {https://doi.org/10.3233/SPR-2008-0242},
doi = {10.3233/SPR-2008-0242},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sp/PatnaikSU08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0803-0450,
author = {Debprakash Patnaik and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Inferring Neuronal Network Connectivity from Spike Data: {A} Temporal
Datamining Approach},
journal = {CoRR},
volume = {abs/0803.0450},
year = {2008},
url = {http://arxiv.org/abs/0803.0450},
eprinttype = {arXiv},
eprint = {0803.0450},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0803-0450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0808-3511,
author = {P. S. Sastry and
K. P. Unnikrishnan},
title = {Conditional probability based significance tests for sequential patterns
in multi-neuronal spike trains},
journal = {CoRR},
volume = {abs/0808.3511},
year = {2008},
url = {http://arxiv.org/abs/0808.3511},
eprinttype = {arXiv},
eprint = {0808.3511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0808-3511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LaxmanSU07,
author = {Srivatsan Laxman and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Discovering Frequent Generalized Episodes When Events Persist for
Different Durations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {9},
pages = {1188--1201},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.1055},
doi = {10.1109/TKDE.2007.1055},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LaxmanSU07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LaxmanSU07,
author = {Srivatsan Laxman and
P. S. Sastry and
K. P. Unnikrishnan},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {A fast algorithm for finding frequent episodes in event streams},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {410--419},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281238},
doi = {10.1145/1281192.1281238},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LaxmanSU07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0709-0218,
author = {Debprakash Patnaik and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Inferring Neuronal Network Connectivity using Time-constrained Episodes},
journal = {CoRR},
volume = {abs/0709.0218},
year = {2007},
url = {http://arxiv.org/abs/0709.0218},
eprinttype = {arXiv},
eprint = {0709.0218},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0709-0218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0709-0566,
author = {K. P. Unnikrishnan and
Debprakash Patnaik and
P. S. Sastry},
title = {Discovering Patterns in Multi-neuronal Spike Trains using the Frequent
Episode Method},
journal = {CoRR},
volume = {abs/0709.0566},
year = {2007},
url = {http://arxiv.org/abs/0709.0566},
eprinttype = {arXiv},
eprint = {0709.0566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0709-0566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/UnnikrishnanRSU06,
author = {K. P. Unnikrishnan and
Naren Ramakrishnan and
P. S. Sastry and
Ramasamy Uthurusamy},
title = {Network reconstruction from dynamic data},
journal = {{SIGKDD} Explor.},
volume = {8},
number = {2},
pages = {90--91},
year = {2006},
url = {https://doi.org/10.1145/1233321.1233335},
doi = {10.1145/1233321.1233335},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/UnnikrishnanRSU06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LaxmanSU05,
author = {Srivatsan Laxman and
P. S. Sastry and
K. P. Unnikrishnan},
title = {Discovering Frequent Episodes and Learning Hidden Markov Models: {A}
Formal Connection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {11},
pages = {1505--1517},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.181},
doi = {10.1109/TKDE.2005.181},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LaxmanSU05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/UnnikrishnanUH04,
author = {K. P. Unnikrishnan and
Ramasamy Uthurusamy and
Jiawei Han},
title = {The third {SIGKDD} workshop on mining temporal and sequential data
{(KDD/TDM} 2004)},
journal = {{SIGKDD} Explor.},
volume = {6},
number = {2},
pages = {152},
year = {2004},
url = {https://doi.org/10.1145/1046456.1046485},
doi = {10.1145/1046456.1046485},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/UnnikrishnanUH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SastryMU02,
author = {P. S. Sastry and
M. Magesh and
K. P. Unnikrishnan},
title = {Two Timescale Analysis of the Alopex Algorithm for Optimization},
journal = {Neural Comput.},
volume = {14},
number = {11},
pages = {2729--2750},
year = {2002},
url = {https://doi.org/10.1162/089976602760408044},
doi = {10.1162/089976602760408044},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SastryMU02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/UnnikrishnanV94,
author = {K. P. Unnikrishnan and
Kootala P. Venugopal},
title = {Alopex: {A} Correlation-Based Learning Algorithm for Feedforward and
Recurrent Neural Networks},
journal = {Neural Comput.},
volume = {6},
number = {3},
pages = {469--490},
year = {1994},
url = {https://doi.org/10.1162/neco.1994.6.3.469},
doi = {10.1162/NECO.1994.6.3.469},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/UnnikrishnanV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SastrySU94,
author = {P. S. Sastry and
G. Santharam and
K. P. Unnikrishnan},
title = {Memory neuron networks for identification and control of dynamical
systems},
journal = {{IEEE} Trans. Neural Networks},
volume = {5},
number = {2},
pages = {306--319},
year = {1994},
url = {https://doi.org/10.1109/72.279193},
doi = {10.1109/72.279193},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SastrySU94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/UnnikrishnanHT92,
author = {K. P. Unnikrishnan and
John J. Hopfield and
David W. Tank},
title = {Speaker-Independent Digit Recognition Using a Neural Network with
Time-Delayed Connections},
journal = {Neural Comput.},
volume = {4},
number = {1},
pages = {108--119},
year = {1992},
url = {https://doi.org/10.1162/neco.1992.4.1.108},
doi = {10.1162/NECO.1992.4.1.108},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/UnnikrishnanHT92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RanderU92,
author = {P. W. Rander and
K. P. Unnikrishnan},
title = {Learning the time-delay characteristics in a neural network},
booktitle = {1992 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '92, San Francisco, California, USA, March 23-26,
1992},
pages = {285--288},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ICASSP.1992.226064},
doi = {10.1109/ICASSP.1992.226064},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RanderU92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/UnnikrishnanHT91,
author = {K. P. Unnikrishnan and
John J. Hopfield and
David W. Tank},
title = {Connected-digit speaker-dependent speech recognition using a neural
network with time-delayed connections},
journal = {{IEEE} Trans. Signal Process.},
volume = {39},
number = {3},
pages = {698--713},
year = {1991},
url = {https://doi.org/10.1109/78.80888},
doi = {10.1109/78.80888},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/UnnikrishnanHT91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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