Concepedia

Swagath Venkataramani

SV

57

Publications

4.4K

Citations

32

H-Index

2012

Active since

Affiliations

Purdue University West Lafayette(Current)

IBM (United States)

IBM Research - Thomas J. Watson Research Center

Swagath Venkataramani is an author at Purdue University West Lafayette specializing in engineering, computer science, and computer engineering.

Top concepts

EngineeringComputer ScienceComputer EngineeringComputer ArchitectureParallel ComputingDeep LearningMachine LearningData ScienceApproximate ComputingDeep Neural Networks

Publications per year

2012–2021

57

Publications

57

PACT: Parameterized Clipping Activation for Quantized Neural Networks

Jungwook Choi, Zhuo Wang, Swagath Venkataramani et al. · arXiv (Cornell University) · 2018 · 719 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Clipping Activation +12

Swagath Venkataramani, Amit Sabne, Vivek Kozhikkottu et al. · 2012 · 327 citations

Logic Synthesis, Engineering, Electronic Design Automation +13

AxNN

Swagath Venkataramani, Ashish Ranjan, Kaushik Roy et al. · 2014 · 263 citations

Engineering, Cellular Neural Network, Pattern Recognition +14

Quality programmable vector processors for approximate computing

Swagath Venkataramani, Vinay K. Chippa, Srimat Chakradhar et al. · 2013 · 252 citations

Numerical Analysis, Engineering, Computer Architecture +19

Approximate computing and the quest for computing efficiency

Swagath Venkataramani, Srimat Chakradhar, Kaushik Roy et al. · 2015 · 245 citations

Mathematical Programming, Cluster Computing, Engineering +16

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