Francesco Galluppi

Orcid: 0000-0001-8552-2999

According to our database1, Francesco Galluppi authored at least 44 papers between 2007 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Neuromorphic networks on the SpiNNaker platform.
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018
Performance Comparison of Time-Step-Driven versus Event-Driven Neural State Update Approaches in SpiNNaker.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Live Demonstration: A Wearable Device for Optogenetic Vision Restoration.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
HOTS: A Hierarchy of Event-Based Time-Surfaces for Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

A stimulation platform for optogenetic and bionic vision restoration.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Live demonstration: A stimulation platform for optogenetic and bionic vision restoration.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2015
Trainable sensorimotor mapping in a neuromorphic robot.
Robotics Auton. Syst., 2015

Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

ConvNets experiments on SpiNNaker.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Real-time event-driven spiking neural network object recognition on the SpiNNaker platform.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Live demonstration: Real-time event-driven object recognition on SpiNNaker.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
The SpiNNaker Project.
Proc. IEEE, 2014

Event-based neural computing on an autonomous mobile platform.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Towards Real-World Neurorobotics: Integrated Neuromorphic Visual Attention.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013
Information representation on a universal neural Chip.
PhD thesis, 2013

SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation.
IEEE J. Solid State Circuits, 2013

Power analysis of large-scale, real-time neural networks on SpiNNaker.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Real-Time Interface Board for Closed-Loop Robotic Tasks on the SpiNNaker Neural Computing System.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012
A forecast-based STDP rule suitable for neuromorphic implementation.
Neural Networks, 2012

Managing Burstiness and Scalability in Event-Driven Models on the SpiNNaker Neuromimetic System.
Int. J. Parallel Program., 2012

Visualising large-scale neural network models in real-time.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Real time on-chip implementation of dynamical systems with spiking neurons.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Population-based routing in the SpiNNaker neuromorphic architecture.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A Real-Time, Event-Driven Neuromorphic System for Goal-Directed Attentional Selection.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Managing a Massively-Parallel Resource-Constrained Computing Architecture.
Proceedings of the 15th Euromicro Conference on Digital System Design, 2012

A hierachical configuration system for a massively parallel neural hardware platform.
Proceedings of the Computing Frontiers Conference, CF'12, 2012

Live Demo: Spiking ratSLAM: Rat hippocampus cells in spiking neural hardware.
Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012

2011
Concurrent heterogeneous neural model simulation on real-time neuromimetic hardware.
Neural Networks, 2011

A new multi-criteria optimization strategy for shared control in wheelchair assisted navigation.
Auton. Robots, 2011

An event-driven model for the SpiNNaker virtual synaptic channel.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Representing and decoding rank order codes using polychronization in a network of spiking neurons.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A forecast-based biologically-plausible STDP learning rule.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Event-Driven Simulation of Arbitrary Spiking Neural Networks on SpiNNaker.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Maintaining real-time synchrony on SpiNNaker.
Proceedings of the 8th Conference on Computing Frontiers, 2011

2010
Interfacing Real-Time Spiking I/O with the SpiNNaker Neuromimetic Architecture.
Aust. J. Intell. Inf. Process. Syst., 2010

The Leaky Integrate-and-Fire neuron: A platform for synaptic model exploration on the SpiNNaker chip.
Proceedings of the International Joint Conference on Neural Networks, 2010

Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware.
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.
Proceedings of the International Joint Conference on Neural Networks, 2010

A General-Purpose Model Translation System for a Universal Neural Chip.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Scalable event-driven native parallel processing: the SpiNNaker neuromimetic system.
Proceedings of the 7th Conference on Computing Frontiers, 2010

2009
Implementing Learning on the SpiNNaker Universal Neural Chip Multiprocessor.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

2008
A Study on Human Performance in a Cooperative Local Navigation Robotic System.
Proceedings of the 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2008

2007
Efficiency based reactive shared control for collaborative human/robot navigation.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007


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