167 citations
- Université de MontréalCA31 papers
- McGill UniversityCA16 papers
- Mila - Quebec Artificial Intelligence InstituteCA11 papers
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Showing cs.NEShow all
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cs.NE2020★ 34 cited
Mem-fractive Properties of Mushrooms
Alexander E. Beasley, Mohammed-Salah Abdelouahab, René Lozi +2
Memristors close the loop for I-V characteristics of the traditional, passive, semi-conductor devices. Originally proposed in 1971, the hunt for the memristor has been going ever s…
cs.NE2016★ 167 cited
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
David Krueger, Tegan Maharaj, János Kramár +7
We propose zoneout, a novel method for regularizing RNNs. At each timestep, zoneout stochastically forces some hidden units to maintain their previous values. Like dropout, zoneout…