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

Published: 25 Apr 2019 | Version 1 | DOI: 10.17632/wxx2mf6n5n.1
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Description of this data

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.

Experiment data files

Latest version

  • Version 1

    2019-04-25

    Published: 2019-04-25

    DOI: 10.17632/wxx2mf6n5n.1

    Cite this dataset

    Hopkins, Michael; Mikaitis, Mantas; Lester, David; Furber, Steve (2019), “Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs”, Mendeley Data, v1 http://dx.doi.org/10.17632/wxx2mf6n5n.1

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Institutions

The University of Manchester

Categories

Computer Hardware, Artificial Neural Networks, Computer Arithmetic

Licence

CC BY 4.0 Learn more

The files associated with this dataset are licensed under a Creative Commons Attribution 4.0 International licence.

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