List of works - Steve Furber

"Serial" effects in parallel models of reading

scientific article published on 16 February 2012

A GALS Infrastructure for a Massively Parallel Multiprocessor

A GPS-Less Localization and Mobility Modelling (LMM) System for Wildlife Tracking

scientific article published in 2020

A High-Throughput Low-Latency Interface Board for SpiNNaker-in-the-loop Real-Time Systems

scientific article published on 28 August 2023

A Multicast Routing Scheme for a Universal Spiking Neural Network Architecture

A Spiking Neural Network Model of the Lateral Geniculate Nucleus on the SpiNNaker Machine

scientific article published on 09 August 2017

A fixed point exponential function accelerator for a neuromorphic many-core system

A forecast-based STDP rule suitable for neuromorphic implementation

scientific article

A framework for plasticity implementation on the SpiNNaker neural architecture

scientific article

A location-independent direct link neuromorphic interface

ARM System-on-Chip Architecture

book by Steve Furber

Accuracy and Efficiency in Fixed-Point Neural ODE Solvers

scientific article published on 27 August 2015

An asynchronous low latency arbiter for Quality of Service (QoS) applications

An efficient SpiNNaker implementation of the Neural Engineering Framework

Asynchronous interface FIFO design on FPGA for high-throughput NRZ synchronisation

Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach

scientific article published on 02 May 2018

Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation

scientific article

Beyond Moore's law.

scientific article published on 24 February 2014

Biologically inspired means for rank-order encoding images: a quantitative analysis

scientific article

Biologically-Inspired Massively-Parallel Architectures - Computing Beyond a Million Processors

scholarly article published July 2009

Biologically-Inspired Massively-Parallel Architectures: A Reconfigurable Neural Modelling Platform

Brain-inspired computing

article

Breaking the millisecond barrier on SpiNNaker: implementing asynchronous event-based plastic models with microsecond resolution

scientific article published on 8 June 2015

Chain: a delay-insensitive chip area interconnect

article

Concurrent heterogeneous neural model simulation on real-time neuromimetic hardware.

scientific article

ConvNets experiments on SpiNNaker

article published in 2015

Correction to 'Microprocessors: the engines of the digital age'.

scientific article published in May 2017

Creating, documenting and sharing network models

scientific article published on 20 September 2012

Design and analysis of a self-timed duplex communication system

Designing robust asynchronous circuit components

Distributed configuration of massively-parallel simulation on SpiNNaker neuromorphic hardware

Dynamic voltage and frequency scaling for neuromorphic many-core systems

article published in 2017

Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype

scientific article published on 27 March 2019

Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework

Efficient modelling of spiking neural networks on a scalable chip multiprocessor

Engineering a thalamo-cortico-thalamic circuit on SpiNNaker: a preliminary study toward modeling sleep and wakefulness

scientific article

Evaluating rank-order code performance using a biologically-derived retinal model

article

Event-based neural computing on an autonomous mobile platform

article published in 2014

Fast Predictive Handshaking in Synchronous FPGAs for Fully Asynchronous Multisymbol Chip Links: Application to SpiNNaker 2-of-7 Links

Future trends in SoC interconnect

High performance computing on SpiNNaker neuromorphic platform: A case study for energy efficient image processing

Identifying Energy Holes in Randomly Deployed Hierarchical Wireless Sensor Networks

Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM ⬇️

Large-Scale Simulations of Plastic Neural Networks on Neuromorphic Hardware.

scientific article

Large-scale neuromorphic computing systems

scientific article

Live Demo: Spiking ratSLAM: Rat hippocampus cells in spiking neural hardware

scholarly article published November 2012

Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems

scholarly article published May 2017

Live demonstration: Ethernet communication linking two large-scale neuromorphic systems

scholarly article published September 2013

Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker

scholarly article published May 2015

Live demonstration: Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems

scholarly article published May 2017

Live demonstration: Real-time event-driven object recognition on SpiNNaker

scholarly article published May 2015

Living with Failure: Lessons from Nature?

Managing a Massively-Parallel Resource-Constrained Computing Architecture

scholarly article published September 2012

Markov Chain Monte Carlo inference on graphical models using event-based processing on the SpiNNaker neuromorphic architecture

Maximising information recovery from rank-order codes

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

scholarly article by Chen Liu et al published 2018 in Frontiers in Neuroscience

Microprocessors: the engines of the digital age.

scientific article

Modelling normal and impaired letter recognition: implications for understanding pure alexic reading

scientific article published on 27 July 2012

Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems

Network traffic exploration on a many-core computing platform: SpiNNaker real-time traffic visualiser

Neural systems engineering

scientific article published on April 2007

Neuromodulated Synaptic Plasticity on the SpiNNaker Neuromorphic System

scientific article published on 27 February 2018

Neuromorphic sampling on the SpiNNaker and parallella chip multiprocessors

Noisy Softplus: A Biology Inspired Activation Function

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

scientific article

On generating multicast routes for SpiNNaker

On-chip and inter-chip networks for modeling large-scale neural systems

Optimising the overall power usage on the SpiNNaker neuromimetic platform

scholarly article published July 2014

Parallel Distribution of an Inner Hair Cell and Auditory Nerve Model for Real-Time Application

scientific article published on 16 July 2018

Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model.

scientific article published on 23 May 2018

Power-efficient simulation of detailed cortical microcircuits on SpiNNaker

scientific article

Real-time cortical simulation on neuromorphic hardware

scientific article published on 23 December 2019

Real-time event-driven spiking neural network object recognition on the SpiNNaker platform

Real-time million-synapse simulation of rat barrel cortex

scientific article published in 2014

Reliable computation with unreliable computers

Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms

scientific article published on 9 July 2015

STDP pattern onset learning depends on background activity

scientific article published in January 2011

Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker

scholarly article published July 2015

Sparse distributed memory using N-of-M codes

scientific article published in December 2004

Sparse distributed memory using rank-order neural codes.

scientific article

SpiNNaker: A multi-core System-on-Chip for massively-parallel neural net simulation

SpiNNaker: Enhanced multicast routing

Spiking neural networks for computer vision.

scientific article published on 15 June 2018

SpinNNaker: The world's biggest NoC

Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ordinary differential equations

scientific article published on 20 January 2020

Synapse-Centric Mapping of Cortical Models to the SpiNNaker Neuromorphic Architecture.

scientific article published on 14 September 2016

The Future of Computer Technology and its Implications for the Computer Industry

The Shroud of Turing

The SpiNNaker Project

Towards Real-World Neurorobotics: Integrated Neuromorphic Visual Attention

Transport-Independent Protocols for Universal AER Communications

Using Stochastic Spiking Neural Networks on SpiNNaker to Solve Constraint Satisfaction Problems. ⬇️

scientific article published on 19 December 2017

List of works by Steve Furber

"Serial" effects in parallel models of reading

A GALS Infrastructure for a Massively Parallel Multiprocessor

A GPS-Less Localization and Mobility Modelling (LMM) System for Wildlife Tracking

A High-Throughput Low-Latency Interface Board for SpiNNaker-in-the-loop Real-Time Systems

A Multicast Routing Scheme for a Universal Spiking Neural Network Architecture

A Spiking Neural Network Model of the Lateral Geniculate Nucleus on the SpiNNaker Machine

A fixed point exponential function accelerator for a neuromorphic many-core system

A forecast-based STDP rule suitable for neuromorphic implementation

A framework for plasticity implementation on the SpiNNaker neural architecture

A location-independent direct link neuromorphic interface

ARM System-on-Chip Architecture

Accuracy and Efficiency in Fixed-Point Neural ODE Solvers

An asynchronous low latency arbiter for Quality of Service (QoS) applications

An efficient SpiNNaker implementation of the Neural Engineering Framework

Asynchronous interface FIFO design on FPGA for high-throughput NRZ synchronisation

Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach

Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation

Beyond Moore's law.

Biologically inspired means for rank-order encoding images: a quantitative analysis

Biologically-Inspired Massively-Parallel Architectures - Computing Beyond a Million Processors

Biologically-Inspired Massively-Parallel Architectures: A Reconfigurable Neural Modelling Platform

Brain-inspired computing

Breaking the millisecond barrier on SpiNNaker: implementing asynchronous event-based plastic models with microsecond resolution

Chain: a delay-insensitive chip area interconnect

Concurrent heterogeneous neural model simulation on real-time neuromimetic hardware.

ConvNets experiments on SpiNNaker

Correction to 'Microprocessors: the engines of the digital age'.

Creating, documenting and sharing network models

Design and analysis of a self-timed duplex communication system

Designing robust asynchronous circuit components

Distributed configuration of massively-parallel simulation on SpiNNaker neuromorphic hardware

Dynamic voltage and frequency scaling for neuromorphic many-core systems

Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype

Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework

Efficient modelling of spiking neural networks on a scalable chip multiprocessor

Engineering a thalamo-cortico-thalamic circuit on SpiNNaker: a preliminary study toward modeling sleep and wakefulness

Evaluating rank-order code performance using a biologically-derived retinal model

Event-based neural computing on an autonomous mobile platform

Fast Predictive Handshaking in Synchronous FPGAs for Fully Asynchronous Multisymbol Chip Links: Application to SpiNNaker 2-of-7 Links

Future trends in SoC interconnect

High performance computing on SpiNNaker neuromorphic platform: A case study for energy efficient image processing

Identifying Energy Holes in Randomly Deployed Hierarchical Wireless Sensor Networks

Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM ⬇️

Large-Scale Simulations of Plastic Neural Networks on Neuromorphic Hardware.

Large-scale neuromorphic computing systems

Live Demo: Spiking ratSLAM: Rat hippocampus cells in spiking neural hardware

Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems

Live demonstration: Ethernet communication linking two large-scale neuromorphic systems

Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker

Live demonstration: Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems

Live demonstration: Real-time event-driven object recognition on SpiNNaker

Living with Failure: Lessons from Nature?

Managing a Massively-Parallel Resource-Constrained Computing Architecture

Markov Chain Monte Carlo inference on graphical models using event-based processing on the SpiNNaker neuromorphic architecture

Maximising information recovery from rank-order codes

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

Microprocessors: the engines of the digital age.

Modelling normal and impaired letter recognition: implications for understanding pure alexic reading

Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems

Network traffic exploration on a many-core computing platform: SpiNNaker real-time traffic visualiser

Neural systems engineering

Neuromodulated Synaptic Plasticity on the SpiNNaker Neuromorphic System

Neuromorphic sampling on the SpiNNaker and parallella chip multiprocessors

Noisy Softplus: A Biology Inspired Activation Function

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

On generating multicast routes for SpiNNaker

On-chip and inter-chip networks for modeling large-scale neural systems

Optimising the overall power usage on the SpiNNaker neuromimetic platform

Parallel Distribution of an Inner Hair Cell and Auditory Nerve Model for Real-Time Application

Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model.

Power-efficient simulation of detailed cortical microcircuits on SpiNNaker

Real-time cortical simulation on neuromorphic hardware

Real-time event-driven spiking neural network object recognition on the SpiNNaker platform

Real-time million-synapse simulation of rat barrel cortex

Reliable computation with unreliable computers

Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms

STDP pattern onset learning depends on background activity

Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker

Sparse distributed memory using N-of-M codes