75 citations · 206 across the 28 of their papers we have counts for
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cs.NE2017★ 5 cited
DyVEDeep: Dynamic Variable Effort Deep Neural Networks
Sanjay Ganapathy, Swagath Venkataramani, Balaraman Ravindran +1
Deep Neural Networks (DNNs) have advanced the state-of-the-art in a variety of machine learning tasks and are deployed in increasing numbers of products and services. However, the…
cs.NE2016★ 3 cited
Multiplier-less Artificial Neurons Exploiting Error Resiliency for Energy-Efficient Neural Computing
Syed Shakib Sarwar, Swagath Venkataramani, Anand Raghunathan +1
Large-scale artificial neural networks have shown significant promise in addressing a wide range of classification and recognition applications. However, their large computational…