Sergio Davies

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 5

Top Venues

ICONIP (4)

CoRR

Frontiers Neurorobotics

MCSoC

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Sergio Davies, Andrew Gait, Andrew Rowley, Alessandro G. Di Nuovo
Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker. CoRR (2023)
Aitsam Muhammad, Sergio Davies, Alessandro G. Di Nuovo
Neuromorphic Computing for Interactive Robotics: A Systematic Review. IEEE Access 10 (2022)
Sergio Davies, Alexandr Lucas, Carlos Ricolfe-Viala, Alessandro G. Di Nuovo
A Database for Learning Numbers by Visual Finger Recognition in Developmental Neuro-Robotics. Frontiers Neurorobotics 15 (2021)
Alexander D. Rast, Samantha V. Adams, Simon Davidson, Sergio Davies, Michael Hopkins, Andrew Rowley, Alan Barry Stokes, Thomas Wennekers, Steve B. Furber, Angelo Cangelosi
Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Alessandro Siino, Francesco Barchi, Sergio Davies, Gianvito Urgese, Andrea Acquaviva
Data and Commands Communication Protocol for Neuromorphic Platform Configuration. MCSoC (2016)
Alexander D. Rast, Alan B. Stokes, Sergio Davies, Samantha V. Adams, Himanshu Akolkar, David R. Lester, Chiara Bartolozzi, Angelo Cangelosi, Steve B. Furber
Transport-Independent Protocols for Universal AER Communications. ICONIP (4) (2015)
Sergio Davies, Terry C. Stewart, Chris Eliasmith, Steve B. Furber
Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator. IJCNN (2013)
Francesco Galluppi, Sergio Davies, Steve B. Furber, Terry C. Stewart, Chris Eliasmith
Real time on-chip implementation of dynamical systems with spiking neurons. IJCNN (2012)
Sergio Davies, Francesco Galluppi, Alexander D. Rast, Stephen B. Furber
A forecast-based STDP rule suitable for neuromorphic implementation. Neural Networks 32 (2012)
Sergio Davies, Javier Navaridas, Francesco Galluppi, Steve B. Furber
Population-based routing in the SpiNNaker neuromorphic architecture. IJCNN (2012)
Francesco Galluppi, Sergio Davies, Alexander D. Rast, Thomas Sharp, Luis A. Plana, Steve B. Furber
A hierachical configuration system for a massively parallel neural hardware platform. Conf. Computing Frontiers (2012)
Alexander D. Rast, Francesco Galluppi, Sergio Davies, Luis A. Plana, Thomas Sharp, Steve B. Furber
An event-driven model for the SpiNNaker virtual synaptic channel. IJCNN (2011)
Alexander D. Rast, Francesco Galluppi, Sergio Davies, Luis A. Plana, Cameron Patterson, Thomas Sharp, David R. Lester, Steve B. Furber
Concurrent heterogeneous neural model simulation on real-time neuromimetic hardware. Neural Networks 24 (9) (2011)
Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber
Maintaining real-time synchrony on SpiNNaker. Conf. Computing Frontiers (2011)
Andrew M. Webb, Sergio Davies, David R. Lester
Spiking Neural PID Controllers. ICONIP (3) (2011)
Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber
A forecast-based biologically-plausible STDP learning rule. IJCNN (2011)
Francesco Galluppi, Alexander D. Rast, Sergio Davies, Steve B. Furber
A General-Purpose Model Translation System for a Universal Neural Chip. ICONIP (1) (2010)
Xin Jin, Alexander D. Rast, Francesco Galluppi, Sergio Davies, Steve B. Furber
Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware. IJCNN (2010)
Xin Jin, Francesco Galluppi, Cameron Patterson, Alexander D. Rast, Sergio Davies, Steve Temple, Steve B. Furber
Algorithm and software for simulation of spiking neural networks on the multi-chip SpiNNaker system. IJCNN (2010)
Xin Jin, Mikel Luján, Luis A. Plana, Sergio Davies, Steve Temple, Steve B. Furber
Modeling Spiking Neural Networks on SpiNNaker. Comput. Sci. Eng. 12 (5) (2010)
Sergio Davies, Cameron Patterson, Francesco Galluppi, Alexander D. Rast, David R. Lester, Steve B. Furber
Interfacing Real-Time Spiking I/O with the SpiNNaker Neuromimetic Architecture. Aust. J. Intell. Inf. Process. Syst. 11 (1) (2010)

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Publication Activity (10 Years)

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Sergio Davies