Jonathan Tapson

Gaetano D. Gargiulo

Sensors, 2020

Event-Based Feature Extraction Using Adaptive Selection Thresholds.

[BibT_eX]

[DOI]

Sensors, 2020

NeuronFlow: a neuromorphic processor architecture for Live AI applications.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

NeuronFlow: A Hybrid Neuromorphic - Dataflow Processor Architecture for AI Workloads.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Guest Editorial: Special Issue on New Trends in Smart Chips and Smart Hardware.

[BibT_eX]

[DOI]

Guang-Bin Huang

E. S. Eleftheriou

Dhireesha Kudithipudi

Teresa Serrano-Gotarredona

Hao Yu

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity.

[BibT_eX]

[DOI]

Amirreza Yousefzadeh

Bernabé Linares-Barranco

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

One-time learning in a biologically-inspired Salience-affected Artificial Neural Network (SANN).

[BibT_eX]

[DOI]

Leendert A. Remmelzwaal

George F. R. Ellis

CoRR, 2019

Event-based Feature Extraction Using Adaptive Selection Thresholds.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Spatial and Temporal Downsampling in Event-Based Visual Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

An Analogue Neuromorphic Co-Processor That Utilizes Device Mismatch for Learning Applications.

[BibT_eX]

[DOI]

Chetan Singh Thakur

Runchun Wang

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

On the Einthoven Triangle: A Critical Analysis of the Single Rotating Dipole Hypothesis.

[BibT_eX]

[DOI]

Sensors, 2018

2017

Neuromorphic Hardware Architecture Using the Neural Engineering Framework for Pattern Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2017

EMNIST: an extension of MNIST to handwritten letters.

[BibT_eX]

[DOI]

CoRR, 2017

EMNIST: Extending MNIST to handwritten letters.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Computing a new central terminal for ECG recording using combined genetic algorithm and linear regression from real patient data.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

A Low Power Trainable Neuromorphic Integrated Circuit That Is Tolerant to Device Mismatch.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2016

A stochastic approach to STDP.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Electronic cochlea: CAR-FAC model on FPGA.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

An SRAM-based implementation of a convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015

Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2015

ELM solutions for event-based systems.

[BibT_eX]

[DOI]

Gregory Cohen

Neurocomputing, 2015

Online and adaptive pseudoinverse solutions for ELM weights.

[BibT_eX]

[DOI]

Neurocomputing, 2015

A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition.

[BibT_eX]

[DOI]

CoRR, 2015

A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch.

[BibT_eX]

[DOI]

CoRR, 2015

An Online Learning Algorithm for Neuromorphic Hardware Implementation.

[BibT_eX]

[DOI]

CoRR, 2015

A neuromorphic hardware framework based on population coding.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A comparison of extreme learning machines and back-propagation trained feed-forward networks processing the mnist database.

[BibT_eX]

[DOI]

Philip de Chazal

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A reconfigurable mixed-signal implementation of a neuromorphic ADC.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

A compact aVLSI conductance-based silicon neuron.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014

Stochastic Electronics: A Neuro-Inspired Design Paradigm for Integrated Circuits.

[BibT_eX]

[DOI]

Proc. IEEE, 2014

Approximate, Computationally Efficient Online Learning in Bayesian Spiking Neurons.

[BibT_eX]

[DOI]

Neural Comput., 2014

ELM Solutions for Event-Based Systems.

[BibT_eX]

[DOI]

CoRR, 2014

Explicit Computation of Input Weights in Extreme Learning Machines.

[BibT_eX]

[DOI]

Philip de Chazal

CoRR, 2014

Fast, simple and accurate handwritten digit classification using extreme learning machines with shaped input-weights.

[BibT_eX]

[DOI]

CoRR, 2014

Learning ELM network weights using linear discriminant analysis.

[BibT_eX]

[DOI]

Philip de Chazal

CoRR, 2014

Racing to Learn: Statistical Inference and Learning in a Single Spiking Neuron.

[BibT_eX]

[DOI]

CoRR, 2014

Turn Down that Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron.

[BibT_eX]

[DOI]

CoRR, 2014

A generalised conductance-based silicon neuron for large-scale spiking neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

A compact reconfigurable mixed-signal implementation of synaptic plasticity in spiking neurons.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

An FPGA design framework for large-scale spiking neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Live demonstration: FPGA implementation of the CAR model of the cochlea.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

FPGA implementation of the CAR Model of the cochlea.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

A compact neural core for digital implementation of the Neural Engineering Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

Learning the pseudoinverse solution to network weights.

[BibT_eX]

[DOI]

Neural Networks, 2013

Temporal Order Detection and Coding in Nervous Systems.

[BibT_eX]

[DOI]

Klaus M. Stiefel

Neural Comput., 2013

Synthesis of neural networks for spatio-temporal spike pattern recognition and processing

[BibT_eX]

[DOI]

CoRR, 2013

The Ripple Pond: Enabling Spiking Networks to See.

[BibT_eX]

[DOI]

CoRR, 2013

An improved aVLSI axon with programmable delay using spike timing dependent delay plasticity.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Unipolar ECG circuits: Towards more precise cardiac event identification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012

An aVLSI programmable axonal delay circuit with spike timing dependent delay adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

An asynchronous parallel neuromorphic ADC architecture.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Online learning in Bayesian Spiking Neurons.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Emergence of competitive control in a memristor-based neuromorphic circuit.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

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

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Biomedical Circuits and Systems Conference, 2012

2011

A model of the humanoid body for self collision detection based on elliptical capsules.

[BibT_eX]

[DOI]

Chioniso Dube

Mohohlo Tsoeu

Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

A neuromorphic cross-correlation chip.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Confession session: Learning from others mistakes.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Combination of diffuse and local connections in the cortex.

[BibT_eX]

[DOI]

Leendert A. Remmelzwaal

George F. R. Ellis

Proceedings of the AFRICON 2011, 2011

2010

Optimization Methods for Spiking Neurons and Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

Salience-Affected Neural Networks

[BibT_eX]

[DOI]

Leendert A. Remmelzwaal

George F. R. Ellis

CoRR, 2010

The self-tuned regenerative electromechanical arametric amplifier: A model for Active amplification in the cochlea.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Live demonstration: The self-tuned regenerative electromechanical parametric amplifier.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Mixed signal phase sensitive detection.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Investigating the implications of outer hair cell connectivity using a silicon cochlea.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009

Code-Division-Multiplexed Electrical Impedance Tomography Spectroscopy.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2009

A First-Order Nonhomogeneous Markov Model for the Response of Spiking Neurons Stimulated by Small Phase-Continuous Signals.

[BibT_eX]

[DOI]

Craig T. Jin

Neural Comput., 2009

A color detection glove with haptic feedback for the visually disabled.

[BibT_eX]

[DOI]

Helen N. Schwerdt

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

2008

An Active 2-D Silicon Cochlea.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2008

A First-Order Non-Homogeneous Markov Model for the Response of Spiking Neurons Stimulated by Small Phase-Continuous Signals

[BibT_eX]

[DOI]

Craig T. Jin

CoRR, 2008

A two-neuron cross-correlation circuit with a wide and continuous range of time delay.

[BibT_eX]

[DOI]

Fopefolu O. Folowosele

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Self-tuned regenerative amplification and the hopf bifurcation.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

A 2-D silicon cochlea with an improved automatic quality factor control-loop.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Implementing a neuromorphic cross-correlation engine with silicon neurons.

[BibT_eX]

[DOI]

Fopefolu O. Folowosele

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Wide-Bandwidth, High Frame Rate Electrical Impedance Tomography / Spectroscopy - a Code Division Multiplexing (CDM) Approach.

[BibT_eX]

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

A Simple Neural Cross-Correlation Engine.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006

Supercritical stability in a sonar receiver circuit.

[BibT_eX]

[DOI]