217 citations · 803 across the 83 of their papers we have counts for
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cs.DC2018★ 28 cited
CapsAcc: An Efficient Hardware Accelerator for CapsuleNets with Data Reuse
Alberto Marchisio, Muhammad Abdullah Hanif, Muhammad Shafique
Deep Neural Networks (DNNs) have been widely deployed for many Machine Learning applications. Recently, CapsuleNets have overtaken traditional DNNs, because of their improved gener…
cs.NE2018★ 13 cited
A Methodology for Automatic Selection of Activation Functions to Design Hybrid Deep Neural Networks
Alberto Marchisio, Muhammad Abdullah Hanif, Semeen Rehman +2
Activation functions influence behavior and performance of DNNs. Nonlinear activation functions, like Rectified Linear Units (ReLU), Exponential Linear Units (ELU) and Scaled Expon…