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Stephen B. Furber
Person information
- affiliation: University of Manchester, School of Computer Science, UK
- award (2013): Computer Pioneer Award
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2020 – today
- 2023
[i19]Chen Li, Edward Jones, Steve B. Furber:
Unleashing the Potential of Spiking Neural Networks by Dynamic Confidence. CoRR abs/2303.10276 (2023)- [i18]Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi:
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR abs/2304.04640 (2023) - 2022
- [j60]Dennis V. Christensen
, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds:
2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 2(2): 22501 (2022) - [j59]Giulia D'Angelo, Adam Perrett, Massimiliano Iacono, Steve B. Furber, Chiara Bartolozzi:
Event driven bio-inspired attentive system for the iCub humanoid robot on SpiNNaker. Neuromorph. Comput. Eng. 2(2): 24008 (2022) - [c137]Shouyu Xie, Edward Jones, Edward Marsden, Ian Baistow, Steve B. Furber, Srinjoy Mitra, Alister Hamilton:
Unsupervised STDP-based Radioisotope Identification Using Spiking Neural Networks Implemented on SpiNNaker. EBCCSP 2022: 1-8 - [c136]Pavan Kumar Enuganti, Basabdatta Sen Bhattacharya, Andrew Gait, Andrew Rowley, Christian Y. A. Brenninkmeijer, Donal K. Fellows, Stephen B. Furber:
Instrumental Conditioning with Neuromodulated Plasticity on SpiNNaker. ICONIP (2) 2022: 148-159 - 2021
- [j58]Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr:
Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic control. Neuromorph. Comput. Eng. 1(1): 14002 (2021) - [c135]Chen Li, Steve B. Furber:
Towards Biologically-Plausible Neuron Models and Firing Rates in High-Performance Deep Spiking Neural Networks. ICONS 2021: 1:1-1:7 - [c134]Xiaoyu Huang, Edward Jones, Siru Zhang, Shouyu Xie, Steve B. Furber, Yannis Goulermas, Edward Marsden, Ian Baistow, Srinjoy Mitra, Alister Hamilton:
An FPGA Implementation of Convolutional Spiking Neural Networks for Radioisotope Identification. ISCAS 2021: 1-5 - [i17]Sebastian Höppner, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Marco Stolba, Florian Kelber, Bernhard Vogginger, Felix Neumärker, Georg Ellguth, Stephan Hartmann, Stefan Schiefer, Thomas Hocker, Dennis Walter, Gengting Liu, Jim D. Garside, Steve B. Furber, Christian Mayr:
The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing. CoRR abs/2103.08392 (2021) - [i16]Steve B. Furber:
Building Brains. ERCIM News 2021(125) (2021) - 2020
- [j57]Luis A. Plana, Jim D. Garside, Jonathan Heathcote, Jeffrey Pepper, Steve Temple, Simon Davidson, Mikel Luján, Steve B. Furber:
spiNNlink: FPGA-Based Interconnect for the Million-Core SpiNNaker System. IEEE Access 8: 84918-84928 (2020) - [j56]Ayesha Naureen, Ning Zhang, Steve B. Furber, Qi Shi:
A GPS-Less Localization and Mobility Modelling (LMM) System for Wildlife Tracking. IEEE Access 8: 102709-102732 (2020) - [c133]Xiaoyu Huang, Edward Jones, Siru Zhang, Steve B. Furber, Yannis Goulermas, Edward Marsden, Ian Baistow, Srinjoy Mitra, Alister Hamilton:
Event-based Signal Processing for Radioisotope Identification. EBCCSP 2020: 1-4 - [c132]Xiaoyu Huang, Edward Jones, Siru Zhang, Shouyu Xie, Steve B. Furber, Yannis Goulermas, Edward Marsden, Ian Baistow, Srinjoy Mitra, Alister Hamilton:
Spiking Neural Network Based Low-Power Radioisotope Identification using FPGA. ICECS 2020: 1-4 - [c131]Chen Li, Runze Chen, Christoforos Moutafis, Steve B. Furber:
Robustness to Noisy Synaptic Weights in Spiking Neural Networks. IJCNN 2020: 1-8 - [i15]Simon Davidson, Stephen B. Furber, Oliver Rhodes:
Spiking Associative Memory for Spatio-Temporal Patterns. CoRR abs/2006.16684 (2020) - [i14]Yexin Yan, Terrence C. Stewart, Xuan Choo, Bernhard Vogginger, Johannes Partzsch, Sebastian Höppner, Florian Kelber, Chris Eliasmith, Steve B. Furber, Christian Mayr:
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi. CoRR abs/2009.08921 (2020)
2010 – 2019
- 2019
- [j55]Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert Legenstein, Christian Mayr:
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. IEEE Trans. Biomed. Circuits Syst. 13(3): 579-591 (2019) - [j54]Sebastian Höppner, Bernhard Vogginger, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Georg Ellguth, Love Cederstroem, Luis A. Plana, Jim D. Garside, Steve B. Furber, Christian Mayr:
Dynamic Power Management for Neuromorphic Many-Core Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(8): 2973-2986 (2019) - [c130]Mihai Bujanca, Paul Gafton, Sajad Saeedi, Andy Nisbet, Bruno Bodin, Michael F. P. O'Boyle, Andrew J. Davison, Paul H. J. Kelly, Graham D. Riley, Barry Lennox, Mikel Luján, Steve B. Furber:
SLAMBench 3.0: Systematic Automated Reproducible Evaluation of SLAM Systems for Robot Vision Challenges and Scene Understanding. ICRA 2019: 6351-6358 - [i13]Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve B. Furber, Wolfgang Maass, Robert Legenstein, Christian Mayr:
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. CoRR abs/1903.08500 (2019) - [i12]Sebastian Höppner, Bernhard Vogginger, Yexin Yan, Andreas Dixius, Stefan Scholze, Johannes Partzsch, Felix Neumaerker, Stephan Hartmann, Stefan Schiefer, Georg Ellguth, Love Cederstroem, Luis A. Plana, Jim D. Garside, Steve B. Furber, Christian Mayr:
Dynamic Power Management for Neuromorphic Many-Core Systems. CoRR abs/1903.08941 (2019) - [i11]Michael Hopkins, Mantas Mikaitis, Dave R. Lester, Steve B. Furber:
Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs. CoRR abs/1904.11263 (2019) - [i10]Oliver Rhodes, Luca Peres, Andrew G. D. Rowley, Andrew Gait, Luis A. Plana, Christian Y. A. Brenninkmeijer, Steve B. Furber:
Real-Time Cortical Simulation on Neuromorphic Hardware. CoRR abs/1909.08665 (2019) - [i9]Christian Mayr, Sebastian Höppner, Steve B. Furber:
SpiNNaker 2: A 10 Million Core Processor System for Brain Simulation and Machine Learning. CoRR abs/1911.02385 (2019) - [i8]Arren Glover, Alan B. Stokes, Steve B. Furber, Chiara Bartolozzi:
ATIS + SpiNNaker: a Fully Event-based Visual Tracking Demonstration. CoRR abs/1912.01320 (2019) - 2018
- [j53]Sajad Saeedi, Bruno Bodin, Harry Wagstaff, Andy Nisbet, Luigi Nardi, John Mawer, Nicolas Melot, Oscar Palomar, Emanuele Vespa, Tom Spink, Cosmin Gorgovan, Andrew M. Webb, James Clarkson, Erik Tomusk, Thomas Debrunner, Kuba Kaszyk, Pablo González de Aledo Marugán, Andrey Rodchenko, Graham D. Riley, Christos Kotselidis, Björn Franke, Michael F. P. O'Boyle, Andrew J. Davison, Paul H. J. Kelly, Mikel Luján, Steve B. Furber:
Navigating the Landscape for Real-Time Localization and Mapping for Robotics and Virtual and Augmented Reality. Proc. IEEE 106(11): 2020-2039 (2018) - [j52]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) - [j51]Basabdatta Sen Bhattacharya, Sebastian S. James, Oliver Rhodes, Indar Sugiarto, Andrew Rowley, Alan B. Stokes, Kevin N. Gurney, Steve B. Furber:
Building a Spiking Neural Network Model of the Basal Ganglia on SpiNNaker. IEEE Trans. Cogn. Dev. Syst. 10(3): 823-836 (2018) - [j50]Robert James, Jim D. Garside, Luis A. Plana, Andrew Rowley, Steve B. Furber:
Parallel Distribution of an Inner Hair Cell and Auditory Nerve Model for Real-Time Application. IEEE Trans. Biomed. Circuits Syst. 12(5): 1018-1026 (2018) - [j49]Andrew D. Brown, John E. Chad, Raihaan Kamarudin, Kier J. Dugan, Stephen B. Furber:
SpiNNaker: Event-Based Simulation - Quantitative Behavior. IEEE Trans. Multi Scale Comput. Syst. 4(3): 450-462 (2018) - [j48]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) - [c129]Mantas Mikaitis, David R. Lester, Delong Shang, Steve B. Furber, Gengting Liu, Jim D. Garside, Stefan Scholze, Sebastian Höppner, Andreas Dixius:
Approximate Fixed-Point Elementary Function Accelerator for the SpiNNaker-2 Neuromorphic Chip. ARITH 2018: 37-44 - [c128]Markos Kynigos, Javier Navaridas, Luis A. Plana, Steve B. Furber:
Network-on-chip evaluation for a novel neural architecture. CF 2018: 216-219 - [c127]Bruno Bodin, Harry Wagstaff, Sajad Saeedi, Luigi Nardi, Emanuele Vespa, John Mawer, Andy Nisbet, Mikel Luján, Steve B. Furber, Andrew J. Davison, Paul H. J. Kelly, Michael F. P. O'Boyle:
SLAMBench2: Multi-Objective Head-to-Head Benchmarking for Visual SLAM. ICRA 2018: 1-8 - [c126]Juan Pedro Dominguez-Morales, Qian Liu, Robert James, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Simon Davidson, Steve B. Furber:
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. IJCNN 2018: 1-8 - [c125]Amirreza Yousefzadeh, Mikel Soto, Teresa Serrano-Gotarredona, Francesco Galluppi, Luis A. Plana, Steve B. Furber, Bernabé Linares-Barranco:
Performance Comparison of Time-Step-Driven versus Event-Driven Neural State Update Approaches in SpiNNaker. ISCAS 2018: 1-4 - [i7]Sajad Saeedi, Bruno Bodin, Harry Wagstaff, Andy Nisbet, Luigi Nardi, John Mawer, Nicolas Melot, Oscar Palomar, Emanuele Vespa, Tom Spink, Cosmin Gorgovan, Andrew M. Webb, James Clarkson, Erik Tomusk, Thomas Debrunner, Kuba Kaszyk, Pablo González de Aledo, Andrey Rodchenko, Graham D. Riley, Christos Kotselidis, Björn Franke, Michael F. P. O'Boyle, Andrew J. Davison, Paul H. J. Kelly, Mikel Luján, Steve B. Furber:
Navigating the Landscape for Real-time Localisation and Mapping for Robotics and Virtual and Augmented Reality. CoRR abs/1808.06352 (2018) - [i6]Bruno Bodin, Harry Wagstaff, Sajad Saeedi, Luigi Nardi, Emanuele Vespa, John Mawer, Andy Nisbet, Mikel Luján, Steve B. Furber, Andrew J. Davison, Paul H. J. Kelly, Michael F. P. O'Boyle:
SLAMBench2: Multi-Objective Head-to-Head Benchmarking for Visual SLAM. CoRR abs/1808.06820 (2018) - [i5]Andrew G. D. Rowley, Christian Y. A. Brenninkmeijer, Simon Davidson, Donal Fellows, Andrew Gait, David R. Lester, Luis A. Plana, Oliver Rhodes, Alan B. Stokes, Steve B. Furber:
SpiNNTools: The Execution Engine for the SpiNNaker Platform. CoRR abs/1810.06835 (2018) - 2017
- [j47]Ayesha Naureen, Ning Zhang, Steve B. Furber:
Identifying Energy Holes in Randomly Deployed Hierarchical Wireless Sensor Networks. IEEE Access 5: 21395-21418 (2017) - [j46]Steve B. Furber:
Realising Turing's Dream. Int. J. Unconv. Comput. 13(3): 195-201 (2017) - [j45]Amirreza Yousefzadeh, Miroslaw Jablonski, Taras Iakymchuk, Alejandro Linares-Barranco, Alfredo Rosado, Luis A. Plana, Steve Temple, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabé Linares-Barranco:
On Multiple AER Handshaking Channels Over High-Speed Bit-Serial Bidirectional LVDS Links With Flow-Control and Clock-Correction on Commercial FPGAs for Scalable Neuromorphic Systems. IEEE Trans. Biomed. Circuits Syst. 11(5): 1133-1147 (2017) - [c124]Robert James, Jim D. Garside, Michael Hopkins, Luis A. Plana, Steve Temple, Simon Davidson, Steve B. Furber:
Parallel distribution of an inner hair cell and auditory nerve model for real-time application. BioCAS 2017: 1-4 - [c123]Gengting Liu, Jim D. Garside, Steve B. Furber, Luis A. Plana, Dirk Koch:
Asynchronous interface FIFO design on FPGA for high-throughput NRZ synchronisation. FPL 2017: 1-8 - [c122]Indar Sugiarto, Pedro B. Campos, Nizar Dahir, Gianluca Tempesti, Steve B. Furber:
Optimized task graph mapping on a many-core neuromorphic supercomputer. HPEC 2017: 1-7 - [c121]Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Prateek Joshi, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber:
Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems. ISCAS 2017: 1 - [c120]Sebastian Höppner, Yexin Yan, Bernhard Vogginger, Andreas Dixius, Johannes Partzsch, Felix Neumärker, Stephan Hartmann, Stefan Schiefer, Stefan Scholze, Georg Ellguth, Love Cederstroem, Matthias Eberlein, Christian Mayr, Steve Temple, Luis A. Plana, Jim D. Garside, Simon Davidson, David R. Lester, Steve B. Furber:
Dynamic voltage and frequency scaling for neuromorphic many-core systems. ISCAS 2017: 1-4 - [c119]Johannes Partzsch, Sebastian Höppner, Matthias Eberlein, René Schüffny, Christian Mayr, David R. Lester, Steve B. Furber:
A fixed point exponential function accelerator for a neuromorphic many-core system. ISCAS 2017: 1-4 - [c118]Amirreza Yousefzadeh, Miroslaw Jablonski, Taras Iakymchuk, Alejandro Linares-Barranco, Alfredo Rosado Muñoz, Luis A. Plana, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabé Linares-Barranco:
Live demonstration: Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems. ISCAS 2017: 1 - [c117]Amirreza Yousefzadeh, Miroslaw Jablonski, Taras Iakymchuk, Alejandro Linares-Barranco, Alfredo Rosado Muñoz, Luis A. Plana, Teresa Serrano-Gotarredona, Stephen B. Furber, Bernabé Linares-Barranco:
Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems. ISCAS 2017: 1-4 - [i4]Qian Liu, Yunhua Chen, Steve B. Furber:
Noisy Softplus: an activation function that enables SNNs to be trained as ANNs. CoRR abs/1706.03609 (2017) - 2016
- [j44]Steve B. Furber:
Brain-inspired computing. IET Comput. Digit. Tech. 10(6): 299-305 (2016) - [j43]Amirreza Yousefzadeh, Luis A. Plana, Steve Temple, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabé Linares-Barranco:
Fast Predictive Handshaking in Synchronous FPGAs for Fully Asynchronous Multisymbol Chip Links: Application to SpiNNaker 2-of-7 Links. IEEE Trans. Circuits Syst. II Express Briefs 63-II(8): 763-767 (2016) - [c116]Qian Liu, Steve B. Furber:
Noisy Softplus: A Biology Inspired Activation Function. ICONIP (4) 2016: 405-412 - [c115]James C. Knight, Aaron R. Voelker, Andrew Mundy, Chris Eliasmith, Steve B. Furber:
Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework. IJCNN 2016: 5210-5217 - [c114]Indar Sugiarto, Gengting Liu, Simon Davidson, Luis A. Plana, Steve B. Furber:
High performance computing on SpiNNaker neuromorphic platform: A case study for energy efficient image processing. IPCCC 2016: 1-8 - [c113]Daniel R. Mendat, Sang Chin, Steve B. Furber, Andreas G. Andreou:
Neuromorphic sampling on the SpiNNaker and parallella chip multiprocessors. LASCAS 2016: 399-402 - [c112]Garibaldi Pineda García, Patrick Camilleri, Qian Liu, Stephen B. Furber:
pyDVS: An extensible, real-time Dynamic Vision Sensor emulator using off-the-shelf hardware. SSCI 2016: 1-7 - [i3]Ana Lava, Mahdi Jelodari Mamaghani, Siamak Mohammadi, Steve B. Furber:
Application-aware Retiming of Accelerators: A High-level Data-driven Approach. CoRR abs/1612.08163 (2016) - 2015
- [j42]Andrew D. Brown, Rob Mills, Kier J. Dugan, Jeffrey S. Reeve, Stephen B. Furber:
Reliable computation with unreliable computers. IET Comput. Digit. Tech. 9(4): 230-237 (2015) - [j41]Michael Hopkins, Steve B. Furber:
Accuracy and Efficiency in Fixed-Point Neural ODE Solvers. Neural Comput. 27(10): 2148-2182 (2015) - [j40]Javier Navaridas, Mikel Luján, Luis A. Plana, Steve Temple, Steve B. Furber:
SpiNNaker: Enhanced multicast routing. Parallel Comput. 45: 49-66 (2015) - [j39]Andrew D. Brown, Stephen B. Furber, Jeffrey S. Reeve, Jim D. Garside, Kier J. Dugan, Luis A. Plana, Steve Temple:
SpiNNaker - Programming Model. IEEE Trans. Computers 64(6): 1769-1782 (2015) - [c111]Daniel R. Mendat, Sang Chin, Steve B. Furber, Andreas G. Andreou:
Markov Chain Monte Carlo inference on graphical models using event-based processing on the SpiNNaker neuromorphic architecture. CISS 2015: 1-6 - [c110]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 - [c109]Luigi Nardi, Bruno Bodin, M. Zeeshan Zia, John Mawer, Andy Nisbet, Paul H. J. Kelly, Andrew J. Davison, Mikel Luján, Michael F. P. O'Boyle, Graham D. Riley, Nigel P. Topham, Stephen B. Furber:
Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM. ICRA 2015: 5783-5790 - [c108]Andrew Mundy, James C. Knight, Terrence C. Stewart, Stephen B. Furber:
An efficient SpiNNaker implementation of the Neural Engineering Framework. IJCNN 2015: 1-8 - [c107]Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber:
Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker. IJCNN 2015: 1-8 - [c106]Evangelos Stromatias, Daniel Neil, Francesco Galluppi, Michael Pfeiffer, Shih-Chii Liu, Steve B. Furber:
Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker. ISCAS 2015: 1901 - [c105]Garrick Orchard, Xavier Lagorce, Christoph Posch, Steve B. Furber, Ryad Benosman, Francesco Galluppi:
Live demonstration: Real-time event-driven object recognition on SpiNNaker. ISCAS 2015: 1903 - [c104]Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Francesco Galluppi, Luis A. Plana, Stephen B. Furber:
ConvNets experiments on SpiNNaker. ISCAS 2015: 2405-2408 - [c103]Garrick Orchard, Xavier Lagorce, Christoph Posch, Steve B. Furber, Ryad Benosman, Francesco Galluppi:
Real-time event-driven spiking neural network object recognition on the SpiNNaker platform. ISCAS 2015: 2413-2416 - [c102]Steve B. Furber:
Bio-Inspired Massively-Parallel Computation. PARCO 2015: 3-10 - 2014
- [j38]Steve B. Furber, Francesco Galluppi, Steve Temple, Luis A. Plana:
The SpiNNaker Project. Proc. IEEE 102(5): 652-665 (2014) - [c101]Javier Navaridas, Mikel Luján, Luis A. Plana, Steve Temple, Steve B. Furber:
On generating multicast routes for SpiNNaker. Conf. Computing Frontiers 2014: 2:1-2:10 - [c100]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 - [c99]Francesco Galluppi, Christian Denk, Matthias C. Meiner, Terrence C. Stewart, Luis A. Plana, Chris Eliasmith, Stephen B. Furber, Jörg Conradt:
Event-based neural computing on an autonomous mobile platform. ICRA 2014: 2862-2867 - [c98]Evangelos Stromatias, Cameron Patterson, Steve B. Furber:
Optimising the overall power usage on the SpiNNaker neuromimetic platform. IJCNN 2014: 4280-4287 - [c97]Steve B. Furber:
SpinNNaker: The world's biggest NoC. NOCS 2014: ii - [i2]Luigi Nardi, Bruno Bodin, M. Zeeshan Zia, John Mawer, Andy Nisbet, Paul H. J. Kelly, Andrew J. Davison, Mikel Luján, Michael F. P. O'Boyle, Graham D. Riley, Nigel P. Topham, Steve B. Furber:
Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM. CoRR abs/1410.2167 (2014) - 2013
- [j37]David S. Broomhead, Steve B. Furber, Marianne Johnson:
Algebraic approach to time borrowing. IET Comput. Digit. Tech. 7(1): 1-10 (2013) - [j36]Kier Dugan, Jeffrey S. Reeve, Andrew D. Brown, Stephen B. Furber:
Interconnection system for the spiNNaker biologically inspired multi-computer. IET Comput. Digit. Tech. 7(3) (2013) - [j35]Eustace Painkras, Luis A. Plana, Jim D. Garside, Steve Temple, Francesco Galluppi, Cameron Patterson, David R. Lester, Andrew D. Brown, Steve B. Furber:
SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation. IEEE J. Solid State Circuits 48(8): 1943-1953 (2013) - [j34]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) - [j33]Steve B. Furber, David R. Lester, Luis A. Plana, Jim D. Garside, Eustace Painkras, Steve Temple, Andrew D. Brown:
Overview of the SpiNNaker System Architecture. IEEE Trans. Computers 62(12): 2454-2467 (2013) - [c96]Ya-Ning Chang, Matthew A. Lambon Ralph, Steve B. Furber, Stephen R. Welbourne:
Modelling Graded Semantic Effects in Lexical Decision. CogSci 2013 - [c95]Ya-Ning Chang, Matthew A. Lambon Ralph, Steve B. Furber, Stephen R. Welbourne:
Modelling Word and Object Naming in Pure Alexia. CogSci 2013 - [c94]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 - [c93]Christian Denk, Francisco Llobet-Blandino, Francesco Galluppi, Luis A. Plana, Steve B. Furber, Jörg Conradt:
Real-Time Interface Board for Closed-Loop Robotic Tasks on the SpiNNaker Neural Computing System. ICANN 2013: 467-474 - [c92]Sergio Davies, Terry C. Stewart, Chris Eliasmith, Steve B. Furber:
Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator. IJCNN 2013: 1-8 - [c91]Qian Liu, Cameron Patterson, Steve B. Furber, Zhangqin Huang, Yibin Hou, Huibing Zhang:
Modeling populations of spiking neurons for fine timing sound localization. IJCNN 2013: 1-8 - [c90]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 - [c89]Thomas Sharp, Steve B. Furber:
Correctness and performance of the SpiNNaker architecture. IJCNN 2013: 1-8 - [c88]Evangelos Stromatias, Francesco Galluppi, Cameron Patterson, Steve B. Furber:
Power analysis of large-scale, real-time neural networks on SpiNNaker. IJCNN 2013: 1-8 - [c87]Andrew D. Brown, Rob Mills, Jeffrey S. Reeve, Kier Dugan, Steve B. Furber:
Atomic computing - a different perspective on massively parallel problems. PARCO 2013: 334-343 - 2012
- [j32]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) - [j31]Cameron Patterson, Jim D. Garside, Eustace Painkras, Steve Temple, Luis A. Plana, Javier Navaridas, Thomas Sharp, Steve B. Furber:
Scalable communications for a million-core neural processing architecture. J. Parallel Distributed Comput. 72(11): 1507-1520 (2012) - [j30]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) - [c86]Andrew Mundy, Terrence S. T. Mak, Alex Yakovlev