Sergio Davies

Orcid: 0000-0001-5330-5527

According to our database¹, Sergio Davies authored at least 22 papers between 2010 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2023

Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker.

[BibT_eX]

[DOI]

Sergio Davies

Andrew Gait

Andrew Rowley

Alessandro G. Di Nuovo

CoRR, 2023

2022

Neuromorphic Computing for Interactive Robotics: A Systematic Review.

[BibT_eX]

[DOI]

Muhammad Aitsam

Sergio Davies

Alessandro G. Di Nuovo

IEEE Access, 2022

2021

A Database for Learning Numbers by Visual Finger Recognition in Developmental Neuro-Robotics.

[BibT_eX]

[DOI]

Sergio Davies

Alexandr Lucas

Carlos Ricolfe-Viala

Alessandro G. Di Nuovo

Frontiers Neurorobotics, 2021

2018

Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

2016

Data and Commands Communication Protocol for Neuromorphic Platform Configuration.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2016

2015

Transport-Independent Protocols for Universal AER Communications.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2013

Learning in spiking neural networks.

[BibT_eX]

[DOI]

Sergio Davies

PhD thesis, 2013

Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

A forecast-based STDP rule suitable for neuromorphic implementation.

[BibT_eX]

[DOI]

Neural Networks, 2012

Real time on-chip implementation of dynamical systems with spiking neurons.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Population-based routing in the SpiNNaker neuromorphic architecture.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A hierachical configuration system for a massively parallel neural hardware platform.

[BibT_eX]

[DOI]

Proceedings of the Computing Frontiers Conference, CF'12, 2012

2011

Concurrent heterogeneous neural model simulation on real-time neuromimetic hardware.

[BibT_eX]

[DOI]

Neural Networks, 2011

An event-driven model for the SpiNNaker virtual synaptic channel.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A forecast-based biologically-plausible STDP learning rule.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Spiking Neural PID Controllers.

[BibT_eX]

[DOI]

Andrew M. Webb

Sergio Davies

David R. Lester

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Maintaining real-time synchrony on SpiNNaker.

[BibT_eX]

[DOI]

Proceedings of the 8th Conference on Computing Frontiers, 2011

2010

Modeling Spiking Neural Networks on SpiNNaker.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2010

Interfacing Real-Time Spiking I/O with the SpiNNaker Neuromimetic Architecture.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2010

Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Algorithm and software for simulation of spiking neural networks on the multi-chip SpiNNaker system.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

A General-Purpose Model Translation System for a Universal Neural Chip.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Sergio Davies

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