Alexander D. Rast

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 3

Top Topics

Visual Attention

Spiking Neural Networks

Efficient Learning

Top Venues

Robotics Auton. Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Alexander D. Rast, Mario Antoine Aoun, Eleni Elia, Nigel T. Crook
Efficient learning in spiking neural networks. Neurocomputing 597 (2024)
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) (2018)
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 (2018)
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)
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)
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)
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)
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) (2013)
Sergio Davies, Francesco Galluppi, Alexander D. Rast, Stephen B. Furber
A forecast-based STDP rule suitable for neuromorphic implementation. Neural Networks 32 (2012)
Cameron Patterson, Francesco Galluppi, Alexander D. Rast, Steve B. Furber
Visualising large-scale neural network models in real-time. IJCNN (2012)
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)
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) (2012)
Alexander D. Rast, Luis A. Plana, Stephen R. Welbourne, Stephen B. Furber
Event-driven MLP implementation on neuromimetic hardware. IJCNN (2012)
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)
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) (2011)
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) (2011)
Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber
Maintaining real-time synchrony on SpiNNaker. Conf. Computing Frontiers (2011)
Sergio Davies, Alexander D. Rast, Francesco Galluppi, Steve B. Furber
A forecast-based biologically-plausible STDP learning rule. IJCNN (2011)
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)
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)
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)
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)
Francesco Galluppi, Alexander D. Rast, Sergio Davies, Steve B. Furber
A General-Purpose Model Translation System for a Universal Neural Chip. ICONIP (1) (2010)
Xin Jin, Alexander D. Rast, Francesco Galluppi, Sergio Davies, Steve B. Furber
Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware. IJCNN (2010)
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)
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)
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)
Alexander D. Rast, Stephen R. Welbourne, Xin Jin, Steve B. Furber
Optimal connectivity in hardware-targetted MLP networks. IJCNN (2009)
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)
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)
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)
Alexander D. Rast, Xin Jin, Muhammad Mukaram Khan, Steve B. Furber
The Deferred Event Model for Hardware-Oriented Spiking Neural Networks. ICONIP (2) (2008)
Alexander D. Rast, Shufan Yang, Muhammad Mukaram Khan, Stephen B. Furber
Virtual synaptic interconnect using an asynchronous network-on-chip. IJCNN (2008)