Can I read 2020 International Conference on Rebooting Computing (ICRC) on EtoBox?

2020 International Conference on Rebooting Computing (ICRC) by Henke, Kyle (author);Migliori, Ben (author);Kenyon, Garrett T. (author) is a nonfiction available to read on EtoBox.

What is 2020 International Conference on Rebooting Computing (ICRC) about?

Machine Learning has achieved immense progress by exploiting CPUs and GPUs on classical computing hardware. However, the inevitable end of Moore's Law on these devices requires the adaptation and exploration of novel computational platforms in order to continue these advancements. Biologically accurate, energy efficient neuromorphic systems and fully entangled quantum systems are particularly promising arenas for enabling future advances. In this work, we perform a detailed comparison on a level playing field between these two novel substrates by applying them to an identical challenge. We solve the sparse coding problem using the biologically inspired Locally Competitive Algorithm (LCA) on the D-Wave quantum annealer and Intel Loihi neuromorphic spiking processor. The Fashion-MNIST data set was chosen and dimensionallyreduced by sparse Principal Component Analysis (sPCA). A sign flipped second data set was created and appended to the original in order to give each class a mean zero distribution, effectively creating an environment where the data could not be linearly separated. An early in time normalization technique for Loihi is presented along with analysis of optimal parameter

Who reads 2020 International Conference on Rebooting Computing (ICRC)?

Author

Henke, Kyle (author);Migliori, Ben (author);Kenyon, Garrett T. (author)

Publisher

IEEE

Published

2020

Language

EN

Category

nonfiction