Dharmendra S. Modha
Affiliations:- IBM Research Almaden, San Jose, CA, USA
According to our database1,
Dharmendra S. Modha
authored at least 72 papers
between 1994 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2011, "For contributions to cognitive computing and caching algorithms".
Timeline
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Online presence:
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Bibliography
2024
Proceedings of the IEEE International Solid-State Circuits Conference, 2024
2023
Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference.
CoRR, 2023
Proceedings of the 35th IEEE Hot Chips Symposium, 2023
2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Inference.
Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019
2018
Low Precision Policy Distillation with Application to Low-Power, Real-time Sensation-Cognition-Action Loop with Neuromorphic Computing.
CoRR, 2018
Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Embedded Inference.
CoRR, 2018
2017
Always-On Speech Recognition Using TrueNorth, a Reconfigurable, Neurosynaptic Processor.
IEEE Trans. Computers, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
IEEE Trans. Biomed. Circuits Syst., 2016
Proc. Natl. Acad. Sci. USA, 2016
Deep neural networks are robust to weight binarization and other non-linear distortions.
CoRR, 2016
Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications.
Proceedings of the International Conference for High Performance Computing, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015
2014
Real-Time Scalable Cortical Computing at 46 Giga-Synaptic OPS/Watt with ~100× Speedup in Time-to-Solution and ~100, 000× Reduction in Energy-to-Solution.
Proceedings of the International Conference for High Performance Computing, 2014
2013
ACM J. Emerg. Technol. Comput. Syst., 2013
Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Cognitive computing building block: A versatile and efficient digital neuron model for neurosynaptic cores.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Cognitive computing programming paradigm: A Corelet Language for composing networks of neurosynaptic cores.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 13th International Conference on Application of Concurrency to System Design, 2013
2012
Optimal Lempel-Ziv based lossy compression for memoryless data: how to make the right mistakes
CoRR, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Building block of a programmable neuromorphic substrate: A digital neurosynaptic core.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 18th IEEE International Symposium on Asynchronous Circuits and Systems, 2012
2011
A 45nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons.
Proceedings of the 2011 IEEE Custom Integrated Circuits Conference, 2011
A digital neurosynaptic core using embedded crossbar memory with 45pJ per spike in 45nm.
Proceedings of the 2011 IEEE Custom Integrated Circuits Conference, 2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
The cat is out of the bag: cortical simulations with 10<sup>9</sup> neurons, 10<sup>13</sup> synapses.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2007
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation.
J. Mach. Learn. Res., 2007
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007
2006
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006
Proceedings of the 2006 Data Compression Conference (DCC 2006), 2006
2005
Proceedings of the 2005 USENIX Annual Technical Conference, 2005
WOW: Wise Ordering for Writes - Combining Spatial and Temporal Locality in Non-Volatile Caches.
Proceedings of the FAST '05 Conference on File and Storage Technologies, 2005
2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
Proceedings of the FAST '04 Conference on File and Storage Technologies, March 31, 2004
2003
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Proceedings of the FAST '03 Conference on File and Storage Technologies, March 31, 2003
Codelet Parsing: Quadratic-time, Sequential, Adaptive Algorithms for Lossy Compression.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003
2002
IEEE Trans. Inf. Theory, 2002
Comput. Stat. Data Anal., 2002
2001
Mach. Learn., 2001
IEEE J. Sel. Areas Commun., 2001
IEEE J. Sel. Areas Commun., 2001
Proceedings of the IEEE International Conference on Communications, 2001
Proceedings of the Global Telecommunications Conference, 2001
2000
IEEE Trans. Inf. Theory, 2000
Proceedings of the HYPERTEXT 2000, Proceedings of the 11th ACM Conference on Hypertext and Hypermedia, May 30, 2000
1999
Proceedings of the Large-Scale Parallel Data Mining, 1999
1998
IEEE Trans. Inf. Theory, 1998
1996
IEEE Trans. Inf. Theory, 1996
Neural Comput., 1996
1994