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CITATION.cff
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# Copyright (c) 2017 The University of Manchester
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
cff-version: 1.2.0
message: If you use this software, please cite it as below.
preferred-citation:
type: article
doi: 10.3389/fnins.2019.00231
issn: 1662-453X
url: https://www.frontiersin.org/articles/10.3389/fnins.2019.00231
title: "SpiNNTools: The Execution Engine for the SpiNNaker Platform"
journal: Frontiers in Neuroscience
volume: 13
year: 2019
month: 3
abstract: SpiNNaker is a massively parallel distributed architecture primarily focused on real time simulation of spiking neural networks. The largest realization of the architecture consists of one million general purpose processors, making it the largest neuromorphic computing platform in the world at the present time. Utilizing these processors efficiently requires expert knowledge of the architecture to generate executable code and to harness the potential of the unique inter-processor communications infra-structure that lies at the heart of the SpiNNaker architecture. This work introduces a software suite called SpiNNTools that can map a computational problem described as a graph into the required set of executables, application data and routing information necessary for simulation on this novel machine. The SpiNNaker architecture is highly scalable, giving rise to unique challenges in mapping the problem to the machines resources, loading the generated files to the machine and subsequently retrieving the results of simulation. In this paper we describe these challenges in detail and the solutions implemented.
authors:
- given-names: Andrew
family-names: Rowley
affiliation: University Of Manchester
email: [email protected]
orcid: https://orcid.org/0000-0002-2646-8520
website: https://www.researchgate.net/profile/Andrew_Rowley2
- given-names: Christian Y.
family-names: Brenninkmeijer
affiliation: University Of Manchester
email: [email protected]
orcid: https://orcid.org/0000-0002-2937-7819
website: https://www.researchgate.net/profile/Christian_Brenninkmeijer
- given-names: Simon
family-names: Davidson
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0001-5385-442X
website: https://research.manchester.ac.uk/en/persons/simon.davidson
- given-names: Donal
family-names: Fellows
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0002-9091-5938
website: https://www.researchgate.net/profile/Donal-Fellows
- given-names: Andrew
family-names: Gait
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0001-9349-1096
website: https://personalpages.manchester.ac.uk/staff/andrew.gait/
- given-names: David R.
family-names: Lester
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0002-7267-291X
- given-names: Luis A.
family-names: Plana
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0002-6113-3929
website: https://research.manchester.ac.uk/en/persons/luis.plana
- given-names: Oliver
family-names: Rhodes
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0003-1728-2828
website: https://research.manchester.ac.uk/en/persons/oliver.rhodes
- given-names: Alan B.
family-names: Stokes
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0002-6110-1484
- given-names: Steve B.
family-names: Furber
affiliation: University Of Manchester
orcid: https://orcid.org/0000-0002-6524-3367
website: https://research.manchester.ac.uk/en/persons/steve.furber
title: Common code used by c programs that run on SpiNNaker machines
authors:
- name: SpiNNaker Software Team
alias: For a list of contributors see https://github.com/SpiNNakerManchester/spinn_common/graphs/contributors or for a combined list see https://spinnakermanchester.github.io/latest/LicenseAgreement.html#contributors
address: University of Manchester, Oxford Road
city: Manchester
country: GB
email: [email protected]
post-code: M13 9PL
website: https://apt.cs.manchester.ac.uk/projects/SpiNNaker/
url: https://spinnakermanchester.github.io/
contact:
- address: University of Manchester, Oxford Road
city: Manchester
country: GB
email: [email protected]
name: SpiNNaker Software Team
post-code: M13 9PL
license: Apache-2.0
repository: https://github.com/SpiNNakerManchester/spinn_common