Sergio Davies - RankMe

26 papers B 8Journal 10Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A novel energy-efficient spike transformer network for depth estimation from event cameras via cross-modality knowledge distillation. Neurocomputing Xin Zhang, Liangxiu Han, Sergio Davies, Tam Sobeih, Lianghao Han, Darren Dancey
2025	—	`conf`	Event-Driven Dynamic Attention for Multi-Object Tracking on Neuromorphic Hardware. CVPR Workshops Muhammad Aitsam, Sergio Davies, Alessandro G. Di Nuovo
2025	J	`jnl`	Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker. Neurocomputing Sergio Davies, Andrew Gait, Andrew Rowley, Alessandro G. Di Nuovo
2024	B	`conf`	Event Camera-Based Real-Time Gesture Recognition for Improved Robotic Guidance. IJCNN Muhammad Aitsam, Sergio Davies, Alessandro G. Di Nuovo
2023	J	`jnl`	Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker. CoRR Sergio Davies, Andrew Gait, Andrew Rowley, Alessandro G. Di Nuovo
2022	J	`jnl`	Neuromorphic Computing for Interactive Robotics: A Systematic Review. IEEE Access Muhammad Aitsam, Sergio Davies, Alessandro G. Di Nuovo
2021	J	`jnl`	A Database for Learning Numbers by Visual Finger Recognition in Developmental Neuro-Robotics. Frontiers Neurorobotics Sergio Davies, Alexandr Lucas, Carlos Ricolfe-Viala, Alessandro G. Di Nuovo
2018	J	`jnl`	Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach. IEEE Trans. Neural Networks Learn. Syst. Alexander D. Rast, Samantha V. Adams, Simon Davidson, Sergio Davies, Michael Hopkins, Andrew Rowley, Alan Barry Stokes, Thomas Wennekers, Steve B. Furber, Angelo Cangelosi
2016	—	`conf`	Data and Commands Communication Protocol for Neuromorphic Platform Configuration. MCSoC Alessandro Siino, Francesco Barchi, Sergio Davies, Gianvito Urgese, Andrea Acquaviva
2015	—	`conf`	Transport-Independent Protocols for Universal AER Communications. ICONIP (4) Alexander D. Rast, Alan B. Stokes, Sergio Davies, Samantha V. Adams, Himanshu Akolkar, David R. Lester, Chiara Bartolozzi, Angelo Cangelosi, Steve B. Furber
2013	—	`—`	Learning in spiking neural networks. Sergio Davies
2013	B	`conf`	Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator. IJCNN Sergio Davies, Terry C. Stewart, Chris Eliasmith, Steve B. Furber
2012	J	`jnl`	A forecast-based STDP rule suitable for neuromorphic implementation. Neural Networks Sergio Davies, Francesco Galluppi, Alexander D. Rast, Stephen B. Furber
2012	—	`conf`	A hierachical configuration system for a massively parallel neural hardware platform. Conf. Computing Frontiers Francesco Galluppi, Sergio Davies, Alexander D. Rast, Thomas Sharp, Luis A. Plana, Steve B. Furber
2012	B	`conf`	Population-based routing in the SpiNNaker neuromorphic architecture. IJCNN Sergio Davies, Javier Navaridas, Francesco Galluppi, Steve B. Furber
2012	B	`conf`	Real time on-chip implementation of dynamical systems with spiking neurons. IJCNN Francesco Galluppi, Sergio Davies, Steve B. Furber, Terry C. Stewart, Chris Eliasmith
2011	B	`conf`	A forecast-based biologically-plausible STDP learning rule. IJCNN Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber
2011	B	`conf`	An event-driven model for the SpiNNaker virtual synaptic channel. IJCNN Alexander D. Rast, Francesco Galluppi, Sergio Davies, Luis A. Plana, Thomas Sharp, Steve B. Furber
2011	J	`jnl`	Concurrent heterogeneous neural model simulation on real-time neuromimetic hardware. Neural Networks Alexander D. Rast, Francesco Galluppi, Sergio Davies, Luis A. Plana, Cameron Patterson, Thomas Sharp, David R. Lester, Steve B. Furber
2011	—	`conf`	Maintaining real-time synchrony on SpiNNaker. Conf. Computing Frontiers Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber
2011	—	`conf`	Spiking Neural PID Controllers. ICONIP (3) Andrew M. Webb, Sergio Davies, David R. Lester
2010	—	`conf`	A General-Purpose Model Translation System for a Universal Neural Chip. ICONIP (1) Francesco Galluppi, Alexander D. Rast, Sergio Davies, Steve B. Furber
2010	B	`conf`	Algorithm and software for simulation of spiking neural networks on the multi-chip SpiNNaker system. IJCNN Xin Jin, Francesco Galluppi, Cameron Patterson, Alexander D. Rast, Sergio Davies, Steve Temple, Steve B. Furber
2010	B	`conf`	Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware. IJCNN Xin Jin, Alexander D. Rast, Francesco Galluppi, Sergio Davies, Steve B. Furber
2010	J	`jnl`	Interfacing Real-Time Spiking I/O with the SpiNNaker Neuromimetic Architecture. Aust. J. Intell. Inf. Process. Syst. Sergio Davies, Cameron Patterson, Francesco Galluppi, Alexander D. Rast, David R. Lester, Steve B. Furber
2010	J	`jnl`	Modeling Spiking Neural Networks on SpiNNaker. Comput. Sci. Eng. Xin Jin, Mikel Luján, Luis A. Plana, Sergio Davies, Steve Temple, Steve B. Furber