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ORCIDAlex Rast
Person information
- affiliation: University of Southampton, UK
- affiliation (PhD 2011): University of Manchester, UK
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Books and Theses
- 2011
[b1]Alexander Douglas Rast:
Scalable event-driven modelling architectures for neuromimetic hardware. University of Manchester, UK, 2011
Journal Articles
- 2024
- [j9]Alexander D. Rast
, Mario Antoine Aoun, Eleni Elia, Nigel T. Crook:
Efficient learning in spiking neural networks. Neurocomputing 597: 127962 (2024) - 2018
- [j8]Daniel Hernández García, Samantha V. Adams, Alexander D. Rast, Thomas Wennekers, Steve B. Furber, Angelo Cangelosi:
Visual attention and object naming in humanoid robots using a bio-inspired spiking neural network. Robotics Auton. Syst. 104: 56-71 (2018) - [j7]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) - 2013
- [j6]Javier Navaridas, Steve B. Furber, Jim D. Garside, Xin Jin, Mukaram M. Khan, David R. Lester, Mikel Luján, José Miguel-Alonso, Eustace Painkras, Cameron Patterson, Luis A. Plana, Alexander D. Rast, Dominic Richards, Yebin Shi, Steve Temple, Jian Wu, Shufan Yang:
SpiNNaker: Fault tolerance in a power- and area- constrained large-scale neuromimetic architecture. Parallel Comput. 39(11): 693-708 (2013) - 2012
- [j5]Alexander D. Rast, Javier Navaridas, Xin Jin, Francesco Galluppi, Luis A. Plana, José Miguel-Alonso, Cameron Patterson, Mikel Luján, Steve B. Furber:
Managing Burstiness and Scalability in Event-Driven Models on the SpiNNaker Neuromimetic System. Int. J. Parallel Program. 40(6): 553-582 (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) - 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) - [j2]Mukaram M. Khan, Alexander D. Rast, Javier Navaridas, X. Jin, Luis A. Plana, Mikel Luján, Steve Temple, Cameron Patterson, Dominic Richards, John V. Woods, José Miguel-Alonso, Stephen B. Furber:
Event-driven configuration of a neural network CMP system over an homogeneous interconnect fabric. Parallel Comput. 37(8): 392-409 (2011) - 2010
- [j1]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)
Conference and Workshop Papers
- 2023
- [c28]Nigel T. Crook, Alex Rast, Eleni Elia, Mario Antoine Aoun:
Functional Resonant Synaptic Clusters for Decoding Time-Structured Spike Trains. ESANN 2023 - [c27]Alex Rast, Mario Antoine Aoun, Eleni Elia, Nigel T. Crook:
Efficient Learning in Spiking Models. ESANN 2023 - 2019
- [c26]Andrew D. Brown, Mark Vousden, Alex Rast, Graeme M. Bragg, David B. Thomas, Jonny Beaumont, Matthew Naylor, Andrey Mokhov:
POETS: Distributed Event-Based Computing - Scaling Behaviour. PARCO 2019: 487-496 - 2017
- [c25]Ghaith Tarawneh, Andrey Mokhov, Matthew Naylor, Alex Rast, Simon W. Moore, David B. Thomas, Alex Yakovlev, Andrew D. Brown:
Programming Model to Develop Supercomputer Combinatorial Solvers. ICPP Workshops 2017: 171-179 - 2015
- [c24]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 - 2014
- [c23]Samantha V. Adams, Alexander D. Rast, Cameron Patterson, Francesco Galluppi, Kevin Brohan, José Antonio Pérez-Carrasco, Thomas Wennekers, Steve B. Furber, Angelo Cangelosi:
Towards Real-World Neurorobotics: Integrated Neuromorphic Visual Attention. ICONIP (3) 2014: 563-570 - 2013
- [c22]Johannes Partzsch, Christian Mayr, Bernhard Vogginger, René Schüffny, Alexander D. Rast, Luis A. Plana, Steve B. Furber:
Live demonstration: Ethernet communication linking two large-scale neuromorphic systems. ECCTD 2013: 1 - [c21]Alexander D. Rast, Johannes Partzsch, Christian Mayr, Johannes Schemmel, Stefan Hartmann, Luis A. Plana, Steve Temple, David R. Lester, René Schüffny, Steve B. Furber:
A location-independent direct link neuromorphic interface. IJCNN 2013: 1-8 - 2012
- [c20]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 - [c19]Cameron Patterson, Francesco Galluppi, Alexander D. Rast, Steve B. Furber:
Visualising large-scale neural network models in real-time. IJCNN 2012: 1-8 - [c18]Alexander D. Rast, Luis A. Plana, Stephen R. Welbourne, Stephen B. Furber:
Event-driven MLP implementation on neuromimetic hardware. IJCNN 2012: 1-8 - 2011
- [c17]Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber:
Maintaining real-time synchrony on SpiNNaker. Conf. Computing Frontiers 2011: 15 - [c16]Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber:
A forecast-based biologically-plausible STDP learning rule. IJCNN 2011: 1810-1817 - [c15]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
- [c14]Alexander D. Rast, Xin Jin, Francesco Galluppi, Luis A. Plana, Cameron Patterson, Stephen B. Furber:
Scalable event-driven native parallel processing: the SpiNNaker neuromimetic system. Conf. Computing Frontiers 2010: 21-30 - [c13]Xin Jin, Mikel Luján, Luis A. Plana, Alexander D. Rast, Stephen R. Welbourne, Steve B. Furber:
Efficient parallel implementation of multilayer backpropagation networks on SpiNNaker. Conf. Computing Frontiers 2010: 89-90 - [c12]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 - [c11]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 - [c10]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 - [c9]Alexander D. Rast, Francesco Galluppi, Xin Jin, Steve B. Furber:
The Leaky Integrate-and-Fire neuron: A platform for synaptic model exploration on the SpiNNaker chip. IJCNN 2010: 1-8 - [c8]Xin Jin, Mikel Luján, Muhammad Mukaram Khan, Luis A. Plana, Alexander D. Rast, Stephen R. Welbourne, Stephen B. Furber:
Algorithm for Mapping Multilayer BP Networks onto the SpiNNaker Neuromorphic Hardware. ISPDC 2010: 9-16 - 2009
- [c7]Xin Jin, Alexander D. Rast, Francesco Galluppi, Muhammad Mukaram Khan, Steve B. Furber:
Implementing Learning on the SpiNNaker Universal Neural Chip Multiprocessor. ICONIP (1) 2009: 425-432 - [c6]Alexander D. Rast, Mukaram M. Khan, Xin Jin, Luis A. Plana, Steve B. Furber:
A universal abstract-time platform for real-time neural networks. IJCNN 2009: 2611-2618 - [c5]Alexander D. Rast, Stephen R. Welbourne, Xin Jin, Steve B. Furber:
Optimal connectivity in hardware-targetted MLP networks. IJCNN 2009: 2619-2626 - [c4]Muhammad Mukaram Khan, Javier Navaridas, Alexander D. Rast, Xin Jin, Luis A. Plana, Mikel Luján, John V. Woods, José Miguel-Alonso, Steve B. Furber:
Event-Driven Configuration of a Neural Network CMP System over a Homogeneous Interconnect Fabric. ISPDC 2009: 54-61 - 2008
- [c3]Alexander D. Rast, Xin Jin, Muhammad Mukaram Khan, Steve B. Furber:
The Deferred Event Model for Hardware-Oriented Spiking Neural Networks. ICONIP (2) 2008: 1057-1064 - [c2]Alexander D. Rast, Shufan Yang, Muhammad Mukaram Khan, Stephen B. Furber:
Virtual synaptic interconnect using an asynchronous network-on-chip. IJCNN 2008: 2727-2734 - [c1]Muhammad Mukaram Khan, David R. Lester, Luis A. Plana, Alexander D. Rast, Xin Jin, Eustace Painkras, Stephen B. Furber:
SpiNNaker: Mapping neural networks onto a massively-parallel chip multiprocessor. IJCNN 2008: 2849-2856
Coauthor Index
aka: Stephen B. Furber
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