Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs

Published: 25 April 2019| Version 1 | DOI: 10.17632/wxx2mf6n5n.1
Contributors:
, Mantas Mikaitis,
,

Description

Data for the publication titled "Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs" submitted to the Philosophical Transactions of Royal Society A. spike_timings.xlsx contains spike times from various experiments in the paper and the code to produce them on SpiNNaker board is in the source.tar.gz file. HOW_TO_USE_TESTBENCH.txt inside source.tar.gz contains some guidance on how to set-up the SpiNNaker toolchain and how to configure and compile the main application.

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Institutions

The University of Manchester

Categories

Computer Hardware, Artificial Neural Networks, Computer Arithmetic

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