Fault-tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs

Anju Pulikkakudi Johnson; Junxiu Liu; Alan Gregory Millard; Shvan Karim; Andrew Martin Tyrrell; Jim Harkin; Jonathan Ian Timmis; Liam McDaid; David Malcolm Halliday

doi:10.1109/VLSID.2018.36

Fault-tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs

Anju Pulikkakudi Johnson, Junxiu Liu, Alan Gregory Millard, Shvan Karim, Andrew Martin Tyrrell, Jim Harkin, Jonathan Ian Timmis, Liam McDaid, David Malcolm Halliday

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	31st International Conference on VLSI Design (VLSID 2018) & 17th International Conference on Embedded Systems (ES 2018)
Publisher	IEEE
DOIs	https://doi.org/10.1109/VLSID.2018.36
Publication status	E-pub ahead of print - 29 Mar 2018

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10.1109/VLSID.2018.36Licence: Other

anjuVLSIDAccepted author manuscript, 522 KB

Self-repairing hardware paradigms based on astrocyte-neuron models
Halliday, D. M., Timmis, J. & Tyrrell, A.
EPSRC
1/10/15 → 31/10/19
Project: Research project (funded) › Research

Cite this

Johnson, A. P., Liu, J., Millard, A. G., Karim, S., Tyrrell, A. M., Harkin, J., Timmis, J. I., McDaid, L., & Halliday, D. M. (2018). Fault-tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs. In 31st International Conference on VLSI Design (VLSID 2018) & 17th International Conference on Embedded Systems (ES 2018) IEEE. Advance online publication. https://doi.org/10.1109/VLSID.2018.36

@inproceedings{ccefd5cd8c354b1393b59622e22210b6,

title = "Fault-tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs",

author = "Johnson, {Anju Pulikkakudi} and Junxiu Liu and Millard, {Alan Gregory} and Shvan Karim and Tyrrell, {Andrew Martin} and Jim Harkin and Timmis, {Jonathan Ian} and Liam McDaid and Halliday, {David Malcolm}",

year = "2018",

month = mar,

day = "29",

doi = "10.1109/VLSID.2018.36",

language = "English",

booktitle = "31st International Conference on VLSI Design (VLSID 2018) & 17th International Conference on Embedded Systems (ES 2018)",

publisher = "IEEE",

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TY - GEN

T1 - Fault-tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs

AU - Johnson, Anju Pulikkakudi

AU - Liu, Junxiu

AU - Millard, Alan Gregory

AU - Karim, Shvan

AU - Tyrrell, Andrew Martin

AU - Harkin, Jim

AU - Timmis, Jonathan Ian

AU - McDaid, Liam

AU - Halliday, David Malcolm

PY - 2018/3/29

Y1 - 2018/3/29

U2 - 10.1109/VLSID.2018.36

DO - 10.1109/VLSID.2018.36

M3 - Conference contribution

BT - 31st International Conference on VLSI Design (VLSID 2018) & 17th International Conference on Embedded Systems (ES 2018)

PB - IEEE

ER -

Fault-tolerant Learning in Spiking Astrocyte-Neural Networks on FPGAs

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Projects

Self-repairing hardware paradigms based on astrocyte-neuron models

Cite this