Pallab Datta  Pallab Datta photo       

contact information

Research Staff Member : Computer Engineering
Almaden Research Center, San Jose, CA, USA
  +1dash408dash927dash2247

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Professional Associations

Professional Associations:  ACM  |  IEEE


2016

Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications
Jun Sawada, Filipp Akopyan, Andrew S. Cassidy, Brian Taba, Michael V. DeBole, Pallab Datta, Rodrigo Alvarez-Icaza, Arnon Amir, John V. Arthur, Alexander Andreopoulos, Rathinakumar Appuswamy, Heinz Baier, Davis Barch, David J. Berg, Carmelo di Nolfo, Steve
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2016, Salt Lake City, UT, USA, November 13-18, 2016, pp. 12

Convolutional networks for fast, energy-efficient neuromorphic computing
Steven K. Esser, Paul A. Merolla, John V. Arthur, Andrew S. Cassidy, Rathinakumar Appuswamy, Alexander Andreopoulos, David J. Berg, Jeffrey L. McKinstry, Timothy Melano, Davis R. Barch, Carmelo di Nolfo, Pallab Datta, Arnon Amir, Brian Taba, Myron D. Flic
Proceedings of the National Academy of Sciences (PNAS), 2016


2015

TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip
Filipp Akopyan, Jun Sawada, Andrew Cassidy, Rodrigo Alvarez-Icaza, John V. Arthur, Paul Merolla, Nabil Imam, Yutaka Y. Nakamura, Pallab Datta, Gi-Joon Nam, Brian Taba, Michael Beakes, Bernard Brezzo, Jente B. Kuang, Rajit Manohar, William P. Risk, Bryan L
IEEE Trans. on CAD of Integrated Circuits and Systems 34(10), 1537--1557, 2015

Visual saliency on networks of neurosynaptic cores
A. Andreopoulos, B. Taba, A. S. Cassidy, R. Alvarez-Icaza, M. D. Flickner, W. P. Risk, A. Amir, P. A. Merolla, J. V. Arthur, D. J. Berg, J. A. Kusnitz, P. Datta, S. K. Esser, R. Appuswamy, D. R. Barch, D. S. Modha
IBM Journal of Research and Development 59(2/3), 9--1, IBM, 2015


2014

Real-time Scalable Cortical Computing at 46 Giga-Synaptic OPS/watt with ~100x Speedup in Time-to-Solution and ~100,100x Reduction in Energy-to-Solution
Andrew S. Cassidy, Rodrigo Alvarez-Icaza, Filipp Akopyan, Jun Sawada, John V. Arthur, Paul A Merolla, Pallab Datta, Marc Gonzalez Tallada, B Taba, A Andreopoulos, A Amir, S Esser, J Kusnitz, R. Appuswamy, C Haymes, B Brezzo, R Moussalli et.al
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2014), pp. 27-38, IEEE/ACM
Abstract


2013

Connectivity of a Cognitive Computer Based on the Macaque Brain
Emmett McQuinn, Pallab Datta, Myron D Flickner, William P Risk, Dharmendra S Modha
Science pp. 339(6119), 513-513, 2013

Cognitive Computing Commercialization: Boundary Objects for Communication
B. Shaw, A. Cox, P. Besterman, J. Minyard, C. Sassano, R.A. Icaza, A. Andreopoulos, R. Appuswamy, A. Cassidy, S. Chandra, P. Datta, E. Mcquinn, W. Risk and Dharmendra S. Modha
Proceedings of International Conference on Integration of Design, Engineering and Management for Innovation (IDEMI 2013), IDEMI
Abstract

Cognitive Computing Programming Paradigm: A Corelet Language for Composing Networks of Neurosynaptic Cores
A. Amir, P. Datta, W.P. Risk, A.S. Cassidy, J.A. Kusnitz, S.K. Esser, A. Andreopoulos, T.M. Wong, M. Flickner, R.A. Icaza, E. McQuinn, B. Shaw, N. Pass, and Dharmendra S. Modha
Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN 2013), pp. 1--10, IEEE
Abstract

Cognitive Computing Building Block: A Versatile and Efficient Digital Neuron Model for Neurosynaptic Cores
A.S. Cassidy, P. Merolla, J.V. Arthur, S.K. Esser, B. Jackson, R.A Icaza, P. Datta, J. Sawada, T.M. Wong, V. Feldman, A. Amir, D.Ben-Dayan Rubin, F. Akopyan, E. McQuinn, W.P. Risk, and Dharmendra.S. Modha
Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN 2013), IEEE
Abstract

Cognitive Computing Systems: Algorithms and Applications for Networks of Neurosynaptic Cores
S.K. Esser, A. Andreopoulos, R. Appuswamy, P. Datta, D. Barch, A. Amir, J. Arthur, A. Cassidy, M. Flickner, P. Merolla, S. Chandra, N. Basilico, S. Carpin, T. Zimmerman, F. Zee, R.A. Icaza, J.A. Kusnitz, T.M. Wong, W.P. Risk, E. McQuinn, T.K. Nayak, R. Si
Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN 2013), pp. 1--10, IEEE
Abstract


2012

10^14
Theodore M. Wong, Robert Preissl, Pallab Datta, Myron Flickner, Raghavendra Singh, Steven K. Esser, Emmett McQuinn, Rathinakumar Appuswamy, William P. Risk, Horst D. Simon, and Dharmendra S. Modha
RJ10502, IBM, 2012
Abstract

Compass: A scalable simulator for an architecture for Cognitive Computing
Robert Preissl, Theodore M. Wong, Pallab Datta, Myron Flickner, Raghavendra Singh, Steven K. Esser, William P. Risk, Horst D. Simon, and Dharmendra S. Modha
Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (SC), IEEE, 2012 , IEEE
Abstract


2011

Visualization Challenge 2010: Non Interactive Media
Amit Chourasia, Emmett McQuinn, Jean-Bernard Minster, Jurgen P Schulze
Science 339(6119), 513--513, American Association for The Advancement of Science, Washington, USA, 2011


2010

Criticality Analysis of Internet Infrastructure
Guanhua Yan, Stephan Eidenbenz, Sunil Thulasidasan, Pallab Datta, Venkatesh Ramaswamy
Journal of Computer Networks 54(7), 1169-1182, 2010
Abstract


2008

Graph Transformation Approaches for Diverse Routing in Shared Risk Resource Group (SRRG) failures
Pallab Datta and Arun K. Somani
Journal of Computer Networks 52(12), 2381-2394, 2008
Abstract


2007

Virtual Topology Reconfiguration Issues in Evolution of WDM Optical Networks
Gurban Huiban and Pallab Datta
International Workshop on the Design of Reliable Communication Networks (DRCN) , pp. 1-8, 2007
Abstract

Shared Risk Resource Group: Complexity and appoximability issues
David Coudert, Pallab Datta, Stephane Perennes, Herve Rivano, Marie-Emilie Voge
Journal of Parallel Processing Letters 17(2), 169-184, 2007
Abstract


2006

Sub-Graph Routing: A Generalized Fault-Tolerant Strategy in WDM Optical Networks
Michael. T. Frederick, Pallab Datta and Arun K. Somani
Journal of Computer Networks 50(2), 181-199, Elsevier, 2006
Abstract

A Feedback Mechanism for Network Scheduling in Lambda-Grids
Pallab Datta, Sushant Sharma and Wu-Chun Feng
International Conference on Cluster Computing and the Grid, pp. 584-591, IEEE, 2006
Abstract

End-System Aware Rate-Adaptive Transport Protocol for LambdaGrid Environments
Pallab Datta, Wu-Chun Feng and Sushant Sharma
Proceedings of ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC06), pp. 112, IEEE/ACM, 2006
Abstract

Complexity and appoximability issues in Shared-Risk Resource Groups
David Coudert, Pallab Datta, Stephane Perennes, Herve Rivano, Marie-Emilie Voge
INRIA, Sophia-Antipolis, 2006
Abstract


2005

Minimum-Color Problems and Shared-Risk Resource Group in Multilayer Networks
David Coudert, Pallab Datta, Herve Rivano, Marie-Emilie Voge
Technical Report, INRIA, CNRS Technical Report, 2005
Abstract


2004

Approaches for Improving Dual-Failure Restorability in Mesh-Restorable WDM Optical Networks Using Sub-Graph Routing
Micahel T. Frederick, Pallab Datta and Arun K. Somani
International Conference on Computer Communications and Networks, pp. 309-314, IEEE, 2004
Abstract

Diverse Routing for Shared Risk Resource Group (SRRG) failures in WDM Optical Networks
Pallab Datta and Arun K. Somani
Proceedings of the First International Conference on Broadband Networks (BROADNETS), pp. 120-129, IEEE, 2004
Abstract


2003

A Simulated Annealing Approach for Topology Planning and Evolution of Mesh-Restorable Optical Networks
Pallab Datta, Murari Sridharan and Arun K. Somani
7th IFIP Conference on Optical Networks Design and Modeling (ONDM), pp. 23-40, IFIP, 2003
Abstract

A Novel Fault-Tolerant Architecture for Shared-Risk Link Group failures in WDM Optical Networks
Pallab Datta, Michael. T. Frederick and Arun K. Somani
4th International Workshop on the Design of Reliable Communication Networks (DRCN), pp. 296-303, IEEE, 2003
Abstract