479 citations · 1.5k across the 53 of their papers we have counts for
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cs.NE2017
Diagonal RNNs in Symbolic Music Modeling
Y. Cem Subakan, Paris Smaragdis
In this paper, we propose a new Recurrent Neural Network (RNN) architecture. The novelty is simple: We use diagonal recurrent matrices instead of full. This results in better test…
cs.NE2016★ 23 cited
NoiseOut: A Simple Way to Prune Neural Networks
Mohammad Babaeizadeh, Paris Smaragdis, Roy H. Campbell
Neural networks are usually over-parameterized with significant redundancy in the number of required neurons which results in unnecessary computation and memory usage at inference…