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ORCIDBibTeX records: Dharmendra S. Modha
@inproceedings{DBLP:conf/isscc/CassidyAAAADDEOSTABCFGGIKKMMNNRSSSSTU24,
author = {Andrew S. Cassidy and
John V. Arthur and
Filipp Akopyan and
Alexander Andreopoulos and
Rathinakumar Appuswamy and
Pallab Datta and
Michael V. DeBole and
Steven K. Esser and
Carlos Ortega Otero and
Jun Sawada and
Brian Taba and
Arnon Amir and
Deepika Bablani and
Peter J. Carlson and
Myron D. Flickner and
Rajamohan Gandhasri and
Guillaume Garreau and
Megumi Ito and
Jennifer L. Klamo and
Jeffrey A. Kusnitz and
Nathaniel J. McClatchey and
Jeffrey L. McKinstry and
Yutaka Y. Nakamura and
Tapan K. Nayak and
William P. Risk and
Kai Schleupen and
Ben Shaw and
Jay Sivagnaname and
Daniel F. Smith and
Ignacio Terrizzano and
Takanori Ueda and
Dharmendra S. Modha},
title = {11.4 {IBM} NorthPole: An Architecture for Neural Network Inference
with a 12nm Chip},
booktitle = {{IEEE} International Solid-State Circuits Conference, {ISSCC} 2024,
San Francisco, CA, USA, February 18-22, 2024},
pages = {214--215},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISSCC49657.2024.10454451},
doi = {10.1109/ISSCC49657.2024.10454451},
timestamp = {Tue, 19 Mar 2024 09:04:31 +0100},
biburl = {https://dblp.org/rec/conf/isscc/CassidyAAAADDEOSTABCFGGIKKMMNNRSSSSTU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotchips/ModhaAAAACDDEOSTABCFGGIKKMMNNRSSSS23,
author = {Dharmendra S. Modha and
Filipp Akopyan and
Alexander Andreopoulos and
Rathinakumar Appuswamy and
John V. Arthur and
Andrew S. Cassidy and
Pallab Datta and
Michael V. DeBole and
Steven K. Esser and
Carlos Ortega Otero and
Jun Sawada and
Brian Taba and
Arnon Amir and
Deepika Bablani and
Peter J. Carlson and
Myron D. Flickner and
Rajamohan Gandhasri and
Guillaume Garreau and
Megumi Ito and
Jennifer L. Klamo and
Jeffrey A. Kusnitz and
Nathaniel J. McClatchey and
Jeffrey L. McKinstry and
Yutaka Y. Nakamura and
Tapan K. Nayak and
William P. Risk and
Kai Schleupen and
Ben Shaw and
Jay Sivagnaname and
Daniel F. Smith and
Ignacio Terrizzano and
Takanori Ueda},
title = {{IBM} NorthPole Neural Inference Machine},
booktitle = {35th {IEEE} Hot Chips Symposium, {HCS} 2023, Palo Alto, CA, USA, August
27-29, 2023},
pages = {1--58},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HCS59251.2023.10254721},
doi = {10.1109/HCS59251.2023.10254721},
timestamp = {Tue, 03 Oct 2023 19:13:28 +0200},
biburl = {https://dblp.org/rec/conf/hotchips/ModhaAAAACDDEOSTABCFGGIKKMMNNRSSSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13330,
author = {Deepika Bablani and
Jeffrey L. McKinstry and
Steven K. Esser and
Rathinakumar Appuswamy and
Dharmendra S. Modha},
title = {Efficient and Effective Methods for Mixed Precision Neural Network
Quantization for Faster, Energy-efficient Inference},
journal = {CoRR},
volume = {abs/2301.13330},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13330},
doi = {10.48550/ARXIV.2301.13330},
eprinttype = {arXiv},
eprint = {2301.13330},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EsserMBAM20,
author = {Steven K. Esser and
Jeffrey L. McKinstry and
Deepika Bablani and
Rathinakumar Appuswamy and
Dharmendra S. Modha},
title = {Learned Step Size quantization},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rkgO66VKDS},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/EsserMBAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/DeBoleTAAARKONA19,
author = {Michael V. DeBole and
Brian Taba and
Arnon Amir and
Filipp Akopyan and
Alexander Andreopoulos and
William P. Risk and
Jeff Kusnitz and
Carlos Ortega Otero and
Tapan K. Nayak and
Rathinakumar Appuswamy and
Peter J. Carlson and
Andrew S. Cassidy and
Pallab Datta and
Steven K. Esser and
Guillaume Garreau and
Kevin L. Holland and
Scott Lekuch and
Michael Mastro and
Jeffrey L. McKinstry and
Carmelo di Nolfo and
Brent Paulovicks and
Jun Sawada and
Kai Schleupen and
Benjamin G. Shaw and
Jennifer L. Klamo and
Myron D. Flickner and
John V. Arthur and
Dharmendra S. Modha},
title = {TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years},
journal = {Computer},
volume = {52},
number = {5},
pages = {20--29},
year = {2019},
url = {https://doi.org/10.1109/MC.2019.2903009},
doi = {10.1109/MC.2019.2903009},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/DeBoleTAAARKONA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McKinstryEABAYM19,
author = {Jeffrey L. McKinstry and
Steven K. Esser and
Rathinakumar Appuswamy and
Deepika Bablani and
John V. Arthur and
Izzet B. Yildiz and
Dharmendra S. Modha},
title = {Discovering Low-Precision Networks Close to Full-Precision Networks
for Efficient Inference},
booktitle = {Fifth Workshop on Energy Efficient Machine Learning and Cognitive
Computing - NeurIPS Edition, EMC2@NeurIPS 2019, Vancouver, Canada,
December 13, 2019},
pages = {6--9},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMC2-NIPS53020.2019.00009},
doi = {10.1109/EMC2-NIPS53020.2019.00009},
timestamp = {Wed, 07 Jul 2021 15:49:53 +0200},
biburl = {https://dblp.org/rec/conf/nips/McKinstryEABAYM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08153,
author = {Steven K. Esser and
Jeffrey L. McKinstry and
Deepika Bablani and
Rathinakumar Appuswamy and
Dharmendra S. Modha},
title = {Learned Step Size Quantization},
journal = {CoRR},
volume = {abs/1902.08153},
year = {2019},
url = {http://arxiv.org/abs/1902.08153},
eprinttype = {arXiv},
eprint = {1902.08153},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04191,
author = {Jeffrey L. McKinstry and
Steven K. Esser and
Rathinakumar Appuswamy and
Deepika Bablani and
John V. Arthur and
Izzet B. Yildiz and
Dharmendra S. Modha},
title = {Discovering Low-Precision Networks Close to Full-Precision Networks
for Efficient Embedded Inference},
journal = {CoRR},
volume = {abs/1809.04191},
year = {2018},
url = {http://arxiv.org/abs/1809.04191},
eprinttype = {arXiv},
eprint = {1809.04191},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09260,
author = {Jeffrey L. McKinstry and
Davis R. Barch and
Deepika Bablani and
Michael DeBole and
Steven K. Esser and
Jeffrey A. Kusnitz and
John V. Arthur and
Dharmendra S. Modha},
title = {Low Precision Policy Distillation with Application to Low-Power, Real-time
Sensation-Cognition-Action Loop with Neuromorphic Computing},
journal = {CoRR},
volume = {abs/1809.09260},
year = {2018},
url = {http://arxiv.org/abs/1809.09260},
eprinttype = {arXiv},
eprint = {1809.09260},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/TsaiBCDAJFAMSN17,
author = {Wei{-}Yu Tsai and
Davis R. Barch and
Andrew S. Cassidy and
Michael V. DeBole and
Alexander Andreopoulos and
Bryan L. Jackson and
Myron D. Flickner and
John V. Arthur and
Dharmendra S. Modha and
John Sampson and
Vijaykrishnan Narayanan},
title = {Always-On Speech Recognition Using TrueNorth, a Reconfigurable, Neurosynaptic
Processor},
journal = {{IEEE} Trans. Computers},
volume = {66},
number = {6},
pages = {996--1007},
year = {2017},
url = {https://doi.org/10.1109/TC.2016.2630683},
doi = {10.1109/TC.2016.2630683},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tc/TsaiBCDAJFAMSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AmirTBMMNNAGMKD17,
author = {Arnon Amir and
Brian Taba and
David J. Berg and
Timothy Melano and
Jeffrey L. McKinstry and
Carmelo di Nolfo and
Tapan K. Nayak and
Alexander Andreopoulos and
Guillaume Garreau and
Marcela Mendoza and
Jeff Kusnitz and
Michael DeBole and
Steven K. Esser and
Tobi Delbr{\"{u}}ck and
Myron Flickner and
Dharmendra S. Modha},
title = {A Low Power, Fully Event-Based Gesture Recognition System},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {7388--7397},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.781},
doi = {10.1109/CVPR.2017.781},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AmirTBMMNNAGMKD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/EsserMACAABMMBN16,
author = {Steven K. Esser and
Paul A. Merolla and
John V. Arthur and
Andrew S. Cassidy and
Rathinakumar Appuswamy and
Alexander Andreopoulos and
David J. Berg and
Jeffrey L. McKinstry and
Timothy Melano and
Davis R. Barch and
Carmelo di Nolfo and
Pallab Datta and
Arnon Amir and
Brian Taba and
Myron D. Flickner and
Dharmendra S. Modha},
title = {Convolutional networks for fast, energy-efficient neuromorphic computing},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {113},
number = {41},
pages = {11441--11446},
year = {2016},
url = {https://doi.org/10.1073/pnas.1604850113},
doi = {10.1073/PNAS.1604850113},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/EsserMACAABMMBN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbcas/PedroniDAMJMKC16,
author = {Bruno U. Pedroni and
Srinjoy Das and
John V. Arthur and
Paul A. Merolla and
Bryan L. Jackson and
Dharmendra S. Modha and
Kenneth Kreutz{-}Delgado and
Gert Cauwenberghs},
title = {Mapping Generative Models onto a Network of Digital Spiking Neurons},
journal = {{IEEE} Trans. Biomed. Circuits Syst.},
volume = {10},
number = {4},
pages = {837--854},
year = {2016},
url = {https://doi.org/10.1109/TBCAS.2016.2539352},
doi = {10.1109/TBCAS.2016.2539352},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbcas/PedroniDAMJMKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TsaiBCDAJFMSN16,
author = {Wei{-}Yu Tsai and
Davis R. Barch and
Andrew S. Cassidy and
Michael V. DeBole and
Alexander Andreopoulos and
Bryan L. Jackson and
Myron D. Flickner and
Dharmendra S. Modha and
Jack Sampson and
Vijaykrishnan Narayanan},
title = {{LATTE:} Low-power Audio Transform with TrueNorth Ecosystem},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {4270--4277},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727757},
doi = {10.1109/IJCNN.2016.7727757},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TsaiBCDAJFMSN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/AndreouDFGMOCMA16,
author = {Andreas G. Andreou and
Andrew A. Dykman and
Kate D. Fischl and
Guillaume Garreau and
Daniel R. Mendat and
Garrick Orchard and
Andrew S. Cassidy and
Paul Merolla and
John V. Arthur and
Rodrigo Alvarez{-}Icaza and
Bryan L. Jackson and
Dharmendra S. Modha},
title = {Real-time sensory information processing using the TrueNorth Neurosynaptic
System},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2016,
Montr{\'{e}}al, QC, Canada, May 22-25, 2016},
pages = {2911},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISCAS.2016.7539214},
doi = {10.1109/ISCAS.2016.7539214},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/AndreouDFGMOCMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SawadaACTDDAAAA16,
author = {Jun Sawada and
Filipp Akopyan and
Andrew S. Cassidy and
Brian Taba and
Michael V. DeBole and
Pallab Datta and
Rodrigo Alvarez{-}Icaza and
Arnon Amir and
John V. Arthur and
Alexander Andreopoulos and
Rathinakumar Appuswamy and
Heinz Baier and
Davis Barch and
David J. Berg and
Carmelo di Nolfo and
Steven K. Esser and
Myron Flickner and
Thomas A. Horvath and
Bryan L. Jackson and
Jeff Kusnitz and
Scott Lekuch and
Michael Mastro and
Timothy Melano and
Paul A. Merolla and
Steven E. Millman and
Tapan K. Nayak and
Norm Pass and
Hartmut E. Penner and
William P. Risk and
Kai Schleupen and
Benjamin G. Shaw and
Hayley Wu and
Brian Giera and
Adam T. Moody and
T. Nathan Mundhenk and
Brian Van Essen and
Eric X. Wang and
David P. Widemann and
Qing Wu and
William E. Murphy and
Jamie K. Infantolino and
James A. Ross and
Dale R. Shires and
Manuel M. Vindiola and
Raju Namburu and
Dharmendra S. Modha},
editor = {John West and
Cherri M. Pancake},
title = {Truenorth ecosystem for brain-inspired computing: scalable systems,
software, and applications},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2016, Salt Lake City, UT, USA,
November 13-18, 2016},
pages = {130--141},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/SC.2016.11},
doi = {10.1109/SC.2016.11},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/SawadaACTDDAAAA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EsserMACAABMMBN16,
author = {Steven K. Esser and
Paul A. Merolla and
John V. Arthur and
Andrew S. Cassidy and
Rathinakumar Appuswamy and
Alexander Andreopoulos and
David J. Berg and
Jeffrey L. McKinstry and
Timothy Melano and
Davis R. Barch and
Carmelo di Nolfo and
Pallab Datta and
Arnon Amir and
Brian Taba and
Myron D. Flickner and
Dharmendra S. Modha},
title = {Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing},
journal = {CoRR},
volume = {abs/1603.08270},
year = {2016},
url = {http://arxiv.org/abs/1603.08270},
eprinttype = {arXiv},
eprint = {1603.08270},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EsserMACAABMMBN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MerollaAAEM16,
author = {Paul Merolla and
Rathinakumar Appuswamy and
John V. Arthur and
Steven K. Esser and
Dharmendra S. Modha},
title = {Deep neural networks are robust to weight binarization and other non-linear
distortions},
journal = {CoRR},
volume = {abs/1606.01981},
year = {2016},
url = {http://arxiv.org/abs/1606.01981},
eprinttype = {arXiv},
eprint = {1606.01981},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MerollaAAEM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AppuswamyNAEMMM16,
author = {Rathinakumar Appuswamy and
Tapan K. Nayak and
John V. Arthur and
Steven K. Esser and
Paul Merolla and
Jeffrey L. McKinstry and
Timothy Melano and
Myron Flickner and
Dharmendra S. Modha},
title = {Structured Convolution Matrices for Energy-efficient Deep learning},
journal = {CoRR},
volume = {abs/1606.02407},
year = {2016},
url = {http://arxiv.org/abs/1606.02407},
eprinttype = {arXiv},
eprint = {1606.02407},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AppuswamyNAEMMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmrd/AndreopoulosTCA15,
author = {Alexander Andreopoulos and
Brian Taba and
Andrew S. Cassidy and
Rodrigo Alvarez{-}Icaza and
Myron Flickner and
William P. Risk and
Arnon Amir and
Paul Merolla and
John V. Arthur and
David J. Berg and
Jeffrey A. Kusnitz and
Pallab Datta and
Steven K. Esser and
Rathinakumar Appuswamy and
Davis Barch and
Dharmendra S. Modha},
title = {Visual saliency on networks of neurosynaptic cores},
journal = {{IBM} J. Res. Dev.},
volume = {59},
number = {2/3},
year = {2015},
url = {https://doi.org/10.1147/JRD.2015.2400251},
doi = {10.1147/JRD.2015.2400251},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ibmrd/AndreopoulosTCA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/AkopyanSCAAMIND15,
author = {Filipp Akopyan and
Jun Sawada and
Andrew Cassidy and
Rodrigo Alvarez{-}Icaza and
John V. Arthur and
Paul Merolla and
Nabil Imam and
Yutaka Y. Nakamura and
Pallab Datta and
Gi{-}Joon Nam and
Brian Taba and
Michael P. Beakes and
Bernard Brezzo and
Jente B. Kuang and
Rajit Manohar and
William P. Risk and
Bryan L. Jackson and
Dharmendra S. Modha},
title = {TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable
Neurosynaptic Chip},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {34},
number = {10},
pages = {1537--1557},
year = {2015},
url = {https://doi.org/10.1109/TCAD.2015.2474396},
doi = {10.1109/TCAD.2015.2474396},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/AkopyanSCAAMIND15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/Modha15,
author = {Dharmendra S. Modha},
title = {Brain-Inspired Computing},
booktitle = {2015 International Conference on Parallel Architectures and Compilation,
{PACT} 2015, San Francisco, CA, USA, October 18-21, 2015},
pages = {253},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/PACT.2015.49},
doi = {10.1109/PACT.2015.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEpact/Modha15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/DasPMACJMCK15,
author = {Srinjoy Das and
Bruno Umbria Pedroni and
Paul Merolla and
John V. Arthur and
Andrew S. Cassidy and
Bryan L. Jackson and
Dharmendra S. Modha and
Gert Cauwenberghs and
Kenneth Kreutz{-}Delgado},
title = {Gibbs sampling with low-power spiking digital neurons},
booktitle = {2015 {IEEE} International Symposium on Circuits and Systems, {ISCAS}
2015, Lisbon, Portugal, May 24-27, 2015},
pages = {2704--2707},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISCAS.2015.7169244},
doi = {10.1109/ISCAS.2015.7169244},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/DasPMACJMCK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EsserAMAM15,
author = {Steven K. Esser and
Rathinakumar Appuswamy and
Paul Merolla and
John V. Arthur and
Dharmendra S. Modha},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Backpropagation for Energy-Efficient Neuromorphic Computing},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1117--1125},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/10a5ab2db37feedfdeaab192ead4ac0e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/EsserAMAM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DasPMACJMCK15,
author = {Srinjoy Das and
Bruno U. Pedroni and
Paul Merolla and
John V. Arthur and
Andrew S. Cassidy and
Bryan L. Jackson and
Dharmendra S. Modha and
Gert Cauwenberghs and
Kenneth Kreutz{-}Delgado},
title = {Gibbs Sampling with Low-Power Spiking Digital Neurons},
journal = {CoRR},
volume = {abs/1503.07793},
year = {2015},
url = {http://arxiv.org/abs/1503.07793},
eprinttype = {arXiv},
eprint = {1503.07793},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DasPMACJMCK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PedroniDAMJMKC15,
author = {Bruno U. Pedroni and
Srinjoy Das and
John V. Arthur and
Paul Merolla and
Bryan L. Jackson and
Dharmendra S. Modha and
Kenneth Kreutz{-}Delgado and
Gert Cauwenberghs},
title = {Mapping Generative Models onto Networks of Digital Spiking Neurons},
journal = {CoRR},
volume = {abs/1509.07302},
year = {2015},
url = {http://arxiv.org/abs/1509.07302},
eprinttype = {arXiv},
eprint = {1509.07302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PedroniDAMJMKC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/CassidyAASAMDTTAAEKAHBMBBMSCIMIMNVGNLAFJFRMM14,
author = {Andrew S. Cassidy and
Rodrigo Alvarez{-}Icaza and
Filipp Akopyan and
Jun Sawada and
John V. Arthur and
Paul Merolla and
Pallab Datta and
Marc Gonz{\'{a}}lez Tallada and
Brian Taba and
Alexander Andreopoulos and
Arnon Amir and
Steven K. Esser and
Jeff Kusnitz and
Rathinakumar Appuswamy and
Chuck Haymes and
Bernard Brezzo and
Roger Moussalli and
Ralph Bellofatto and
Christian W. Baks and
Michael Mastro and
Kai Schleupen and
Charles E. Cox and
Ken Inoue and
Steven E. Millman and
Nabil Imam and
Emmett McQuinn and
Yutaka Y. Nakamura and
Ivan Vo and
Chen Guok and
Don Nguyen and
Scott Lekuch and
Sameh W. Asaad and
Daniel J. Friedman and
Bryan L. Jackson and
Myron Flickner and
William P. Risk and
Rajit Manohar and
Dharmendra S. Modha},
editor = {Trish Damkroger and
Jack J. Dongarra},
title = {Real-Time Scalable Cortical Computing at 46 Giga-Synaptic OPS/Watt
with {\textasciitilde}100{\texttimes} Speedup in Time-to-Solution
and {\textasciitilde}100, 000{\texttimes} Reduction in Energy-to-Solution},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, {SC} 2014, New Orleans, LA, USA, November 16-21,
2014},
pages = {27--38},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/SC.2014.8},
doi = {10.1109/SC.2014.8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/CassidyAASAMDTTAAEKAHBMBBMSCIMIMNVGNLAFJFRMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/JacksonRCBBCGRRPSSKLM13,
author = {Bryan L. Jackson and
Bipin Rajendran and
Gregory S. Corrado and
Matthew J. Breitwisch and
Geoffrey W. Burr and
Roger Cheek and
Kailash Gopalakrishnan and
Simone Raoux and
Charles T. Rettner and
Alvaro Padilla and
Alejandro G. Schrott and
Rohit S. Shenoy and
B{\"{u}}lent N. Kurdi and
Chung Hon Lam and
Dharmendra S. Modha},
title = {Nanoscale electronic synapses using phase change devices},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {9},
number = {2},
pages = {12:1--12:20},
year = {2013},
url = {https://doi.org/10.1145/2463585.2463588},
doi = {10.1145/2463585.2463588},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetc/JacksonRCBBCGRRPSSKLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsd/SawadaM13,
author = {Jun Sawada and
Dharmendra S. Modha},
editor = {Josep Carmona and
Mihai T. Lazarescu and
Marta Pietkiewicz{-}Koutny},
title = {SyNAPSE: Jun Sawada},
booktitle = {13th International Conference on Application of Concurrency to System
Design, {ACSD} 2013, Barcelona, Spain, 8-10 July, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ACSD.2013.36},
doi = {10.1109/ACSD.2013.36},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acsd/SawadaM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AmirDRCKEAWFAMSPM13,
author = {Arnon Amir and
Pallab Datta and
William P. Risk and
Andrew S. Cassidy and
Jeffrey A. Kusnitz and
Steven K. Esser and
Alexander Andreopoulos and
Theodore M. Wong and
Myron Flickner and
Rodrigo Alvarez{-}Icaza and
Emmett McQuinn and
Ben Shaw and
Norm Pass and
Dharmendra S. Modha},
title = {Cognitive computing programming paradigm: {A} Corelet Language for
composing networks of neurosynaptic cores},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707078},
doi = {10.1109/IJCNN.2013.6707078},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AmirDRCKEAWFAMSPM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CassidyMAEJADSWFARAMRM13,
author = {Andrew S. Cassidy and
Paul Merolla and
John V. Arthur and
Steven K. Esser and
Bryan L. Jackson and
Rodrigo Alvarez{-}Icaza and
Pallab Datta and
Jun Sawada and
Theodore M. Wong and
Vitaly Feldman and
Arnon Amir and
Daniel Ben Dayan Rubin and
Filipp Akopyan and
Emmett McQuinn and
William P. Risk and
Dharmendra S. Modha},
title = {Cognitive computing building block: {A} versatile and efficient digital
neuron model for neurosynaptic cores},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707077},
doi = {10.1109/IJCNN.2013.6707077},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CassidyMAEJADSWFARAMRM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EsserAADBAACFMCBCZZAKWRMNSM13,
author = {Steven K. Esser and
Alexander Andreopoulos and
Rathinakumar Appuswamy and
Pallab Datta and
Davis Barch and
Arnon Amir and
John V. Arthur and
Andrew Cassidy and
Myron Flickner and
Paul Merolla and
Shyamal Chandra and
Nicola Basilico and
Stefano Carpin and
Tom Zimmerman and
Frank Zee and
Rodrigo Alvarez{-}Icaza and
Jeffrey A. Kusnitz and
Theodore M. Wong and
William P. Risk and
Emmett McQuinn and
Tapan K. Nayak and
Raghavendra Singh and
Dharmendra S. Modha},
title = {Cognitive computing systems: Algorithms and applications for networks
of neurosynaptic cores},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706746},
doi = {10.1109/IJCNN.2013.6706746},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/EsserAADBAACFMCBCZZAKWRMNSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/async/ImamAAMMM12,
author = {Nabil Imam and
Filipp Akopyan and
John V. Arthur and
Paul Merolla and
Rajit Manohar and
Dharmendra S. Modha},
editor = {Jens Spars{\o} and
Montek Singh and
Pascal Vivet},
title = {A Digital Neurosynaptic Core Using Event-Driven {QDI} Circuits},
booktitle = {18th {IEEE} International Symposium on Asynchronous Circuits and Systems,
{ASYNC} 2012, Kgs. Lyngby, Denmark, May 7-9, 2012},
pages = {25--32},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASYNC.2012.12},
doi = {10.1109/ASYNC.2012.12},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/async/ImamAAMMM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ArthurMAACCEIRRMM12,
author = {John V. Arthur and
Paul Merolla and
Filipp Akopyan and
Rodrigo Alvarez{-}Icaza and
Andrew Cassidy and
Shyamal Chandra and
Steven K. Esser and
Nabil Imam and
William P. Risk and
Daniel Ben Dayan Rubin and
Rajit Manohar and
Dharmendra S. Modha},
title = {Building block of a programmable neuromorphic substrate: {A} digital
neurosynaptic core},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252637},
doi = {10.1109/IJCNN.2012.6252637},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ArthurMAACCEIRRMM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/PreisslWDFSERSM12,
author = {Robert Preissl and
Theodore M. Wong and
Pallab Datta and
Myron Flickner and
Raghavendra Singh and
Steven K. Esser and
William P. Risk and
Horst D. Simon and
Dharmendra S. Modha},
editor = {Jeffrey K. Hollingsworth},
title = {Compass: a scalable simulator for an architecture for cognitive computing},
booktitle = {{SC} Conference on High Performance Computing Networking, Storage
and Analysis, {SC} '12, Salt Lake City, UT, {USA} - November 11 -
15, 2012},
pages = {54},
publisher = {{IEEE/ACM}},
year = {2012},
url = {https://doi.org/10.1109/SC.2012.34},
doi = {10.1109/SC.2012.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/PreisslWDFSERSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4700,
author = {Narayana P. Santhanam and
Dharmendra S. Modha},
title = {Optimal Lempel-Ziv based lossy compression for memoryless data: how
to make the right mistakes},
journal = {CoRR},
volume = {abs/1210.4700},
year = {2012},
url = {http://arxiv.org/abs/1210.4700},
eprinttype = {arXiv},
eprint = {1210.4700},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ModhaAENSS11,
author = {Dharmendra S. Modha and
Rajagopal Ananthanarayanan and
Steven K. Esser and
Anthony Ndirango and
Anthony J. Sherbondy and
Raghavendra Singh},
title = {Cognitive computing},
journal = {Commun. {ACM}},
volume = {54},
number = {8},
pages = {62--71},
year = {2011},
url = {https://doi.org/10.1145/1978542.1978559},
doi = {10.1145/1978542.1978559},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/ModhaAENSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/SanthanamM11,
author = {Narayana Prasad Santhanam and
Dharmendra S. Modha},
title = {Lossy Lempel-Ziv like compression algorithms for memoryless sources},
booktitle = {49th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2011, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, 28-30 September, 2011},
pages = {1751--1756},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/Allerton.2011.6120380},
doi = {10.1109/ALLERTON.2011.6120380},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/SanthanamM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicc/MerollaAAIMM11,
author = {Paul Merolla and
John V. Arthur and
Filipp Akopyan and
Nabil Imam and
Rajit Manohar and
Dharmendra S. Modha},
editor = {Rakesh Patel and
Tom Andre and
Aurangzeb Khan},
title = {A digital neurosynaptic core using embedded crossbar memory with 45pJ
per spike in 45nm},
booktitle = {2011 {IEEE} Custom Integrated Circuits Conference, {CICC} 2011, San
Jose, CA, USA, Sept. 19-21, 2011},
pages = {1--4},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CICC.2011.6055294},
doi = {10.1109/CICC.2011.6055294},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cicc/MerollaAAIMM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicc/SeoBLPEMRTCMF11,
author = {Jae{-}sun Seo and
Bernard Brezzo and
Yong Liu and
Benjamin D. Parker and
Steven K. Esser and
Robert K. Montoye and
Bipin Rajendran and
Jos{\'{e}} A. Tierno and
Leland Chang and
Dharmendra S. Modha and
Daniel J. Friedman},
editor = {Rakesh Patel and
Tom Andre and
Aurangzeb Khan},
title = {A 45nm {CMOS} neuromorphic chip with a scalable architecture for learning
in networks of spiking neurons},
booktitle = {2011 {IEEE} Custom Integrated Circuits Conference, {CICC} 2011, San
Jose, CA, USA, Sept. 19-21, 2011},
pages = {1--4},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CICC.2011.6055293},
doi = {10.1109/CICC.2011.6055293},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cicc/SeoBLPEMRTCMF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/EsserNM10,
author = {Steven K. Esser and
Anthony Ndirango and
Dharmendra S. Modha},
title = {Binding sparse spatiotemporal patterns in spiking computation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--9},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596925},
doi = {10.1109/IJCNN.2010.5596925},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/EsserNM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SherbondyDAMW09,
author = {Anthony J. Sherbondy and
Robert F. Dougherty and
Rajagopal Ananthanarayanan and
Dharmendra S. Modha and
Brian A. Wandell},
editor = {Guang{-}Zhong Yang and
David J. Hawkes and
Daniel Rueckert and
J. Alison Noble and
Christopher J. Taylor},
title = {Think Global, Act Local; Projectome Estimation with BlueMatter},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2009, 12th International Conference, London, UK, September 20-24,
2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5761},
pages = {861--868},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04268-3\_106},
doi = {10.1007/978-3-642-04268-3\_106},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SherbondyDAMW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnanthanarayananESM09,
author = {Rajagopal Ananthanarayanan and
Steven K. Esser and
Horst D. Simon and
Dharmendra S. Modha},
title = {The cat is out of the bag: cortical simulations with 10\({}^{\mbox{9}}\)
neurons, 10\({}^{\mbox{13}}\) synapses},
booktitle = {Proceedings of the {ACM/IEEE} Conference on High Performance Computing,
{SC} 2009, November 14-20, 2009, Portland, Oregon, {USA}},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654059.1654124},
doi = {10.1145/1654059.1654124},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/AnanthanarayananESM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BanerjeeDGMM07,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Srujana Merugu and
Dharmendra S. Modha},
title = {A Generalized Maximum Entropy Approach to Bregman Co-clustering and
Matrix Approximation},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1919--1986},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314563},
doi = {10.5555/1314498.1314563},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BanerjeeDGMM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnanthanarayananM07,
author = {Rajagopal Ananthanarayanan and
Dharmendra S. Modha},
editor = {Becky Verastegui},
title = {Anatomy of a cortical simulator},
booktitle = {Proceedings of the {ACM/IEEE} Conference on High Performance Networking
and Computing, {SC} 2007, November 10-16, 2007, Reno, Nevada, {USA}},
pages = {3},
publisher = {{ACM} Press},
year = {2007},
url = {https://doi.org/10.1145/1362622.1362627},
doi = {10.1145/1362622.1362627},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/sc/AnanthanarayananM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/ModhaS06,
author = {Dharmendra S. Modha and
Narayana P. Santhanam},
title = {Making the Correct Mistakes},
booktitle = {2006 Data Compression Conference {(DCC} 2006), 28-30 March 2006, Snowbird,
UT, {USA}},
pages = {302--311},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/DCC.2006.46},
doi = {10.1109/DCC.2006.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/ModhaS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BrickellDM06,
author = {Justin Brickell and
Inderjit S. Dhillon and
Dharmendra S. Modha},
editor = {Olfa Nasraoui and
Myra Spiliopoulou and
Jaideep Srivastava and
Bamshad Mobasher and
Brij M. Masand},
title = {Adaptive Website Design Using Caching Algorithms},
booktitle = {Advances in Web Mining and Web Usage Analysis, 8th International Workshop
on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA,
USA, August 20, 2006, Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {4811},
pages = {1--20},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-77485-3\_1},
doi = {10.1007/978-3-540-77485-3\_1},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BrickellDM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fast/GillM05,
author = {Binny S. Gill and
Dharmendra S. Modha},
editor = {Garth Gibson},
title = {{WOW:} Wise Ordering for Writes - Combining Spatial and Temporal Locality
in Non-Volatile Caches},
booktitle = {Proceedings of the {FAST} '05 Conference on File and Storage Technologies,
December 13-16, 2005, San Francisco, California, {USA}},
publisher = {{USENIX}},
year = {2005},
url = {http://www.usenix.org/events/fast05/tech/gill.html},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fast/GillM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/GillM05,
author = {Binny S. Gill and
Dharmendra S. Modha},
title = {{SARC:} Sequential Prefetching in Adaptive Replacement Cache},
booktitle = {Proceedings of the 2005 {USENIX} Annual Technical Conference, April
10-15, 2005, Anaheim, CA, {USA}},
pages = {293--308},
publisher = {{USENIX}},
year = {2005},
url = {http://www.usenix.org/events/usenix05/tech/general/gill.html},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/usenix/GillM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/MegiddoM04,
author = {Nimrod Megiddo and
Dharmendra S. Modha},
title = {Outperforming {LRU} with an Adaptive Replacement Cache Algorithm},
journal = {Computer},
volume = {37},
number = {4},
pages = {58--65},
year = {2004},
url = {https://doi.org/10.1109/MC.2004.1297303},
doi = {10.1109/MC.2004.1297303},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/MegiddoM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fast/BansalM04,
author = {Sorav Bansal and
Dharmendra S. Modha},
editor = {Chandu Thekkath},
title = {{CAR:} Clock with Adaptive Replacement},
booktitle = {Proceedings of the {FAST} '04 Conference on File and Storage Technologies,
March 31 - April 2, 2004, Grand Hyatt Hotel, San Francisco, California,
{USA}},
pages = {187--200},
publisher = {{USENIX}},
year = {2004},
url = {http://www.usenix.org/events/fast04/tech/bansal.html},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fast/BansalM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ModhaF04,
author = {Dharmendra S. Modha and
Daniela Pucci de Farias},
title = {Finite-state rate-distortion for individual sequences},
booktitle = {Proceedings of the 2004 {IEEE} International Symposium on Information
Theory, {ISIT} 2004, Chicago Downtown Marriott, Chicago, Illinois,
USA, June 27 - July 2, 2004},
pages = {562},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISIT.2004.1365595},
doi = {10.1109/ISIT.2004.1365595},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/ModhaF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChakrabartiPMF04,
author = {Deepayan Chakrabarti and
Spiros Papadimitriou and
Dharmendra S. Modha and
Christos Faloutsos},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Fully automatic cross-associations},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {79--88},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014064},
doi = {10.1145/1014052.1014064},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChakrabartiPMF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BanerjeeDGMM04,
author = {Arindam Banerjee and
Inderjit S. Dhillon and
Joydeep Ghosh and
Srujana Merugu and
Dharmendra S. Modha},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {A generalized maximum entropy approach to bregman co-clustering and
matrix approximation},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {509--514},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014111},
doi = {10.1145/1014052.1014111},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BanerjeeDGMM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ModhaS03,
author = {Dharmendra S. Modha and
W. Scott Spangler},
title = {Feature Weighting in \emph{k}-Means Clustering},
journal = {Mach. Learn.},
volume = {52},
number = {3},
pages = {217--237},
year = {2003},
url = {https://doi.org/10.1023/A:1024016609528},
doi = {10.1023/A:1024016609528},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ModhaS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/usenix-login/MegiddoM03,
author = {Nimrod Megiddo and
Dharmendra S. Modha},
title = {One Up on {LRU}},
journal = {login Usenix Mag.},
volume = {28},
number = {4},
year = {2003},
url = {https://www.usenix.org/publications/login/august-2003-volume-28-number-4/one-lru},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/usenix-login/MegiddoM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/Modha03,
author = {Dharmendra S. Modha},
title = {Codelet Parsing: Quadratic-time, Sequential, Adaptive Algorithms for
Lossy Compression},
booktitle = {2003 Data Compression Conference {(DCC} 2003), 25-27 March 2003, Snowbird,
UT, {USA}},
pages = {223--232},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/DCC.2003.1194013},
doi = {10.1109/DCC.2003.1194013},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/Modha03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fast/MegiddoM03,
author = {Nimrod Megiddo and
Dharmendra S. Modha},
editor = {Jeff Chase},
title = {{ARC:} {A} Self-Tuning, Low Overhead Replacement Cache},
booktitle = {Proceedings of the {FAST} '03 Conference on File and Storage Technologies,
March 31 - April 2, 2003, Cathedral Hill Hotel, San Francisco, California,
{USA}},
publisher = {{USENIX}},
year = {2003},
url = {http://www.usenix.org/events/fast03/tech/megiddo.html},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fast/MegiddoM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwqos/GoyalJMT03,
author = {Pawan Goyal and
Divyesh Jadav and
Dharmendra S. Modha and
Renu Tewari},
editor = {Kevin Jeffay and
Ion Stoica and
Klaus Wehrle},
title = {CacheCOW: QoS for Storage System Caches},
booktitle = {Quality of Service - IWQoS 2003, 11th International Workshop, Berkeley,
CA, USA, June 2-4, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2707},
pages = {498--515},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44884-5\_27},
doi = {10.1007/3-540-44884-5\_27},
timestamp = {Fri, 25 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwqos/GoyalJMT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhillonMM03,
author = {Inderjit S. Dhillon and
Subramanyam Mallela and
Dharmendra S. Modha},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Information-theoretic co-clustering},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {89--98},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956764},
doi = {10.1145/956750.956764},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DhillonMM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/GoyalMT03,
author = {Pawan Goyal and
Dharmendra S. Modha and
Renu Tewari},
editor = {Bill Cheng and
Satish K. Tripathi and
Jennifer Rexford and
William H. Sanders},
title = {CacheCOW: providing QoS for storage system caches},
booktitle = {Proceedings of the International Conference on Measurements and Modeling
of Computer Systems, {SIGMETRICS} 2003, June 9-14, 2003, San Diego,
CA, {USA}},
pages = {306--307},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/781027.781070},
doi = {10.1145/781027.781070},
timestamp = {Fri, 30 Jul 2021 16:13:32 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/GoyalMT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/DhillonMS02,
author = {Inderjit S. Dhillon and
Dharmendra S. Modha and
W. Scott Spangler},
title = {Class visualization of high-dimensional data with applications},
journal = {Comput. Stat. Data Anal.},
volume = {41},
number = {1},
pages = {59--90},
year = {2002},
url = {https://doi.org/10.1016/S0167-9473(02)00144-5},
doi = {10.1016/S0167-9473(02)00144-5},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/DhillonMS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/StockmeyerM02,
author = {Larry J. Stockmeyer and
Dharmendra S. Modha},
title = {Links between complexity theory and constrained block coding},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {1},
pages = {59--88},
year = {2002},
url = {https://doi.org/10.1109/18.971739},
doi = {10.1109/18.971739},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/StockmeyerM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/ModhaM01,
author = {Dharmendra S. Modha and
Brian H. Marcus},
title = {Art of constructing low-complexity encoders/decoders for constrained
block codes},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {19},
number = {4},
pages = {589--601},
year = {2001},
url = {https://doi.org/10.1109/49.920168},
doi = {10.1109/49.920168},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/ModhaM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/CideciyanEMM01,
author = {Roy D. Cideciyan and
Evangelos Eleftheriou and
Brian H. Marcus and
Dharmendra S. Modha},
title = {Maximum transition run codes for generalized partial response channels},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {19},
number = {4},
pages = {619--634},
year = {2001},
url = {https://doi.org/10.1109/49.920171},
doi = {10.1109/49.920171},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/CideciyanEMM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DhillonM01,
author = {Inderjit S. Dhillon and
Dharmendra S. Modha},
title = {Concept Decompositions for Large Sparse Text Data Using Clustering},
journal = {Mach. Learn.},
volume = {42},
number = {1/2},
pages = {143--175},
year = {2001},
url = {https://doi.org/10.1023/A:1007612920971},
doi = {10.1023/A:1007612920971},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DhillonM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coco/StockmeyerM01,
author = {Larry J. Stockmeyer and
Dharmendra S. Modha},
title = {Links Between Complexity Theory and Constrained Block Coding},
booktitle = {Proceedings of the 16th Annual {IEEE} Conference on Computational
Complexity, Chicago, Illinois, USA, June 18-21, 2001},
pages = {226--243},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/CCC.2001.933890},
doi = {10.1109/CCC.2001.933890},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coco/StockmeyerM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/CampelloM01,
author = {Jorge Campello and
Dharmendra S. Modha},
title = {Extended bit-filling and {LDPC} code design},
booktitle = {Proceedings of the Global Telecommunications Conference, 2001. {GLOBECOM}
'01, San Antonio, TX, USA, 25-29 November, 2001},
pages = {985--989},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/GLOCOM.2001.965565},
doi = {10.1109/GLOCOM.2001.965565},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globecom/CampelloM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/CampelloMR01,
author = {Jorge Campello and
Dharmendra S. Modha and
Sridhar Rajagopalan},
title = {Designing {LDPC} codes using bit-filling},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2001, June
11-14, Helsinki, Finland},
pages = {55--59},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICC.2001.936272},
doi = {10.1109/ICC.2001.936272},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/CampelloMR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChuangM00,
author = {Isaac L. Chuang and
Dharmendra S. Modha},
title = {Reversible arithmetic coding for quantum data compression},
journal = {{IEEE} Trans. Inf. Theory},
volume = {46},
number = {3},
pages = {1104--1116},
year = {2000},
url = {https://doi.org/10.1109/18.841192},
doi = {10.1109/18.841192},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ChuangM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/ModhaS00,
author = {Dharmendra S. Modha and
W. Scott Spangler},
editor = {Frank M. Shipman III and
Peter J. N{\"{u}}rnberg and
David L. Hicks},
title = {Clustering hypertext with applications to web searching},
booktitle = {{HYPERTEXT} 2000, Proceedings of the 11th {ACM} Conference on Hypertext
and Hypermedia, May 30 - June 3, 2000, San Antonio, TX, {USA}},
pages = {143--152},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/336296.336351},
doi = {10.1145/336296.336351},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/ModhaS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DhillonM99,
author = {Inderjit S. Dhillon and
Dharmendra S. Modha},
editor = {Mohammed Javeed Zaki and
Ching{-}Tien Ho},
title = {A Data-Clustering Algorithm on Distributed Memory Multiprocessors},
booktitle = {Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel
{KDD} Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised
papers},
series = {Lecture Notes in Computer Science},
volume = {1759},
pages = {245--260},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46502-2\_13},
doi = {10.1007/3-540-46502-2\_13},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DhillonM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ModhaM98,
author = {Dharmendra S. Modha and
Elias Masry},
title = {Prequential and Cross-Validated Regression Estimation},
journal = {Mach. Learn.},
volume = {33},
number = {1},
pages = {5--39},
year = {1998},
url = {https://doi.org/10.1023/A:1007577530334},
doi = {10.1023/A:1007577530334},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ModhaM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ModhaM98,
author = {Dharmendra S. Modha and
Elias Masry},
title = {Memory-Universal Prediction of Stationary Random Processes},
journal = {{IEEE} Trans. Inf. Theory},
volume = {44},
number = {1},
pages = {117--133},
year = {1998},
url = {https://doi.org/10.1109/18.650998},
doi = {10.1109/18.650998},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ModhaM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ModhaM96,
author = {Dharmendra S. Modha and
Elias Masry},
title = {Rate of Convergence in Density Estimation Using Neural Networks},
journal = {Neural Comput.},
volume = {8},
number = {5},
pages = {1107--1122},
year = {1996},
url = {https://doi.org/10.1162/neco.1996.8.5.1107},
doi = {10.1162/NECO.1996.8.5.1107},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ModhaM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ModhaM96,
author = {Dharmendra S. Modha and
Elias Masry},
title = {Minimum complexity regression estimation with weakly dependent observations},
journal = {{IEEE} Trans. Inf. Theory},
volume = {42},
number = {6},
pages = {2133--2145},
year = {1996},
url = {https://doi.org/10.1109/18.556602},
doi = {10.1109/18.556602},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ModhaM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ModhaF94,
author = {Dharmendra S. Modha and
Yeshaiahu Fainman},
title = {A learning law for density estimation},
journal = {{IEEE} Trans. Neural Networks},
volume = {5},
number = {3},
pages = {519--523},
year = {1994},
url = {https://doi.org/10.1109/72.286931},
doi = {10.1109/72.286931},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ModhaF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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