Swagath Venkataramani
Swagath Venkataramani
Research Staff Member, IBM T.J. Watson Research Center / Purdue Univ.
Verified email at ibm.com - Homepage
Title
Cited by
Cited by
Year
SALSA: systematic logic synthesis of approximate circuits
S Venkataramani, A Sabne, V Kozhikkottu, K Roy, A Raghunathan
DAC Design Automation Conference 2012, 796-801, 2012
2912012
Quality programmable vector processors for approximate computing
S Venkataramani, VK Chippa, ST Chakradhar, K Roy, A Raghunathan
2013 46th Annual IEEE/ACM International Symposium on Microarchitecture …, 2013
2442013
AxNN: energy-efficient neuromorphic systems using approximate computing
S Venkataramani, A Ranjan, K Roy, A Raghunathan
2014 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2014
1602014
Approximate computing and the quest for computing efficiency
S Venkataramani, ST Chakradhar, K Roy, A Raghunathan
2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2015
1492015
Substitute-and-simplify: A unified design paradigm for approximate and quality configurable circuits
S Venkataramani, K Roy, A Raghunathan
2013 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2013
1252013
Pact: Parameterized clipping activation for quantized neural networks
J Choi, Z Wang, S Venkataramani, PIJ Chuang, V Srinivasan, ...
arXiv preprint arXiv:1805.06085, 2018
1062018
ASLAN: Synthesis of approximate sequential circuits
A Ranjan, A Raha, S Venkataramani, K Roy, A Raghunathan
2014 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2014
1062014
Scaledeep: A scalable compute architecture for learning and evaluating deep networks
S Venkataramani, A Ranjan, S Banerjee, D Das, S Avancha, ...
Proceedings of the 44th Annual International Symposium on Computer …, 2017
902017
Approximate storage for energy efficient spintronic memories
A Ranjan, S Venkataramani, X Fong, K Roy, A Raghunathan
2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2015
622015
Stag: Spintronic-tape architecture for gpgpu cache hierarchies
R Venkatesan, SG Ramasubramanian, S Venkataramani, K Roy, ...
ACM SIGARCH Computer Architecture News 42 (3), 253-264, 2014
612014
Scalable-effort classifiers for energy-efficient machine learning
S Venkataramani, A Raghunathan, J Liu, M Shoaib
Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015
552015
Approximate computing: An integrated hardware approach
VK Chippa, S Venkataramani, ST Chakradhar, K Roy, A Raghunathan
2013 Asilomar conference on signals, systems and computers, 111-117, 2013
532013
Multiplier-less artificial neurons exploiting error resiliency for energy-efficient neural computing
SS Sarwar, S Venkataramani, A Raghunathan, K Roy
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 145-150, 2016
472016
A scalable multi-TeraOPS deep learning processor core for AI trainina and inference
B Fleischer, S Shukla, M Ziegler, J Silberman, J Oh, V Srinivasan, J Choi, ...
2018 IEEE Symposium on VLSI Circuits, 35-36, 2018
402018
Spintastic: Spin-based stochastic logic for energy-efficient computing
R Venkatesan, S Venkataramani, X Fong, K Roy, A Raghunathan
2015 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2015
382015
Relax-and-retime: A methodology for energy-efficient recovery based design
SG Ramasubramanian, S Venkataramani, A Parandhaman, ...
2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2013
372013
StoRM: a stochastic recognition and mining processor
VK Chippa, S Venkataramani, K Roy, A Raghunathan
Proceedings of the 2014 international symposium on Low power electronics and …, 2014
322014
Computing approximately, and efficiently
S Venkataramani, ST Chakradhar, K Roy, A Raghunathan
2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 748-751, 2015
302015
Quality configurable reduce-and-rank for energy efficient approximate computing
A Raha, S Venkataramani, V Raghunathan, A Raghunathan
2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 665-670, 2015
292015
Cross-layer approximations for neuromorphic computing: From devices to circuits and systems
P Panda, A Sengupta, SS Sarwar, G Srinivasan, S Venkataramani, ...
Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016
212016
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