Alex Rast

Orcid: 0000-0001-9934-7191

Affiliations:
  • University of Southampton, UK
  • University of Manchester, UK (PhD 2011)


According to our database1, Alex Rast authored at least 38 papers between 2008 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Efficient learning in spiking neural networks.
Neurocomputing, 2024

2023
Efficient Learning in Spiking Models.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Functional Resonant Synaptic Clusters for Decoding Time-Structured Spike Trains.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2019
POETS: Distributed Event-Based Computing - Scaling Behaviour.
Proceedings of the Parallel Computing: Technology Trends, 2019

2018
Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach.
IEEE Trans. Neural Networks Learn. Syst., 2018

Visual attention and object naming in humanoid robots using a bio-inspired spiking neural network.
Robotics Auton. Syst., 2018

2017
Programming Model to Develop Supercomputer Combinatorial Solvers.
Proceedings of the 46th International Conference on Parallel Processing Workshops, 2017

2015
Transport-Independent Protocols for Universal AER Communications.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

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

2013
SpiNNaker: Fault tolerance in a power- and area- constrained large-scale neuromimetic architecture.
Parallel Comput., 2013

A location-independent direct link neuromorphic interface.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Live demonstration: Ethernet communication linking two large-scale neuromorphic systems.
Proceedings of the 21st European Conference on Circuit Theory and Design, 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

Event-driven MLP implementation on neuromimetic hardware.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

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

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

2011
Scalable event-driven modelling architectures for neuromimetic hardware.
PhD thesis, 2011

Event-driven configuration of a neural network CMP system over an homogeneous interconnect fabric.
Parallel Comput., 2011

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

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

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

Algorithm for Mapping Multilayer BP Networks onto the SpiNNaker Neuromorphic Hardware.
Proceedings of the Ninth International Symposium on Parallel and Distributed Computing, 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

Efficient parallel implementation of multilayer backpropagation networks on SpiNNaker.
Proceedings of the 7th Conference on Computing Frontiers, 2010

2009
Event-Driven Configuration of a Neural Network CMP System over a Homogeneous Interconnect Fabric.
Proceedings of the Eighth International Symposium on Parallel and Distributed Computing, 2009

Optimal connectivity in hardware-targetted MLP networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

A universal abstract-time platform for real-time neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

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

2008
Virtual synaptic interconnect using an asynchronous network-on-chip.
Proceedings of the International Joint Conference on Neural Networks, 2008

SpiNNaker: Mapping neural networks onto a massively-parallel chip multiprocessor.
Proceedings of the International Joint Conference on Neural Networks, 2008

The Deferred Event Model for Hardware-Oriented Spiking Neural Networks.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008


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