15 citations · 20 across the 3 of their papers we have counts for
3 papers
Winograd Convolution for Deep Neural Networks: Efficient Point Selection
Syed Asad Alam, Andrew Anderson, Barbara Barabasz +1
Convolutional neural networks (CNNs) have dramatically improved the accuracy of tasks such as object recognition, image segmentation and interactive speech systems. CNNs require la…
On the RTL Implementation of FINN Matrix Vector Compute Unit
Syed Asad Alam, David Gregg, Giulio Gambardella +2
FPGA-based accelerators are becoming more popular for deep neural network due to the ability to scale performance with increasing degree of specialization with dataflow architectur…
Low precision logarithmic number systems: Beyond base-2
Syed Asad Alam, James Garland, David Gregg
Logarithmic number systems (LNS) are used to represent real numbers in many applications using a constant base raised to a fixed-point exponent making its distribution exponential.…