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ORCIDSergio Davies
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2020 – today
- 2025
[j8]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. Neurocomputing 611: 128650 (2025)- 2024
- [c14]Muhammad Aitsam, Sergio Davies, Alessandro G. Di Nuovo:
Event Camera-Based Real-Time Gesture Recognition for Improved Robotic Guidance. IJCNN 2024: 1-8 - 2023
- [i1]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 abs/2312.02659 (2023) - 2022
- [j7]Muhammad Aitsam, Sergio Davies, Alessandro G. Di Nuovo:
Neuromorphic Computing for Interactive Robotics: A Systematic Review. IEEE Access 10: 122261-122279 (2022) - 2021
- [j6]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: 619504 (2021)
2010 – 2019
- 2018
- [j5]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): 6132-6144 (2018) - 2016
- [c13]Alessandro Siino, Francesco Barchi, Sergio Davies, Gianvito Urgese, Andrea Acquaviva:
Data and Commands Communication Protocol for Neuromorphic Platform Configuration. MCSoC 2016: 23-30 - 2015
- [c12]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: 675-684 - 2013
- [b1]Sergio Davies:
Learning in spiking neural networks. University of Manchester, UK, 2013 - [c11]Sergio Davies, Terry C. Stewart, Chris Eliasmith, Steve B. Furber:
Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator. IJCNN 2013: 1-8 - 2012
- [j4]Sergio Davies, Francesco Galluppi, Alexander D. Rast, Stephen B. Furber:
A forecast-based STDP rule suitable for neuromorphic implementation. Neural Networks 32: 3-14 (2012) - [c10]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: 183-192 - [c9]Sergio Davies, Javier Navaridas, Francesco Galluppi, Steve B. Furber:
Population-based routing in the SpiNNaker neuromorphic architecture. IJCNN 2012: 1-8 - [c8]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: 1-8 - 2011
- [j3]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): 961-978 (2011) - [c7]Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber:
Maintaining real-time synchrony on SpiNNaker. Conf. Computing Frontiers 2011: 15 - [c6]Andrew M. Webb, Sergio Davies, David R. Lester:
Spiking Neural PID Controllers. ICONIP (3) 2011: 259-267 - [c5]Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber:
A forecast-based biologically-plausible STDP learning rule. IJCNN 2011: 1810-1817 - [c4]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: 1967-1974 - 2010
- [j2]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) - [j1]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): 91-97 (2010) - [c3]Francesco Galluppi, Alexander D. Rast, Sergio Davies, Steve B. Furber:
A General-Purpose Model Translation System for a Universal Neural Chip. ICONIP (1) 2010: 58-65 - [c2]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: 1-8 - [c1]Xin Jin, Alexander D. Rast, Francesco Galluppi, Sergio Davies, Steve B. Furber:
Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware. IJCNN 2010: 1-8
Coauthor Index
aka: Stephen B. Furber
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