Search Results for author: Brian Hoskins

Found 1 papers, 0 papers with code

Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance

no code implementations24 Apr 2024 Osama Yousuf, Brian Hoskins, Karthick Ramu, Mitchell Fream, William A. Borders, Advait Madhavan, Matthew W. Daniels, Andrew Dienstfrey, Jabez J. McClelland, Martin Lueker-Boden, Gina C. Adam

Results demonstrate that by trading off the number of devices required for layer mapping, layer ensemble averaging can reliably boost defective memristive network performance up to the software baseline.

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