18 citations · 73 across the 14 of their papers we have counts for
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cs.LG2018★ 18 cited
Pre-Defined Sparse Neural Networks with Hardware Acceleration
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel +1
Neural networks have proven to be extremely powerful tools for modern artificial intelligence applications, but computational and storage complexity remain limiting factors. This p…
cs.LG2018★ 15 cited
Morse Code Datasets for Machine Learning
Sourya Dey, Keith M. Chugg, Peter A. Beerel
We present an algorithm to generate synthetic datasets of tunable difficulty on classification of Morse code symbols for supervised machine learning problems, in particular, neural…