Jonathan Tapson

83 papers A 1B 4C 22Misc 2Journal 43Unranked 11

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 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, Nini Pryds
2021	J	`jnl`	2021 Roadmap on Neuromorphic Computing and Engineering. CoRR 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, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, Nini Pryds
2020	J	`jnl`	Event-Based Feature Extraction Using Adaptive Selection Thresholds. Sensors Saeed Afshar, Nicholas Owen Ralph, Ying Xu, Jonathan Tapson, André van Schaik, Gregory Cohen
2020	—	`conf`	NeuronFlow: A Hybrid Neuromorphic - Dataflow Processor Architecture for AI Workloads. AICAS Orlando Moreira, Amirreza Yousefzadeh, Fabian Chersi, Ajay Kapoor, Rik-Jan Zwartenkot, Peng Qiao, Gokturk Cinserin, Mina A. Khoei, Menno Lindwer, Jonathan Tapson
2020	A	`conf`	NeuronFlow: a neuromorphic processor architecture for Live AI applications. DATE Orlando Moreira, Amirreza Yousefzadeh, Fabian Chersi, Gokturk Cinserin, Rik-Jan Zwartenkot, Ajay Kapoor, Peng Qiao, Peter Kievits, Mina A. Khoei, Louis Rouillard, Aimee Ferouge, Jonathan Tapson, Ashoka Visweswara
2020	—	`conf`	SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference. AICAS Mina A. Khoei, Amirreza Yousefzadeh, Arash Pourtaherian, Orlando Moreira, Jonathan Tapson
2019	J	`jnl`	Asynchronous Spiking Neurons, the Natural Key to Exploit Temporal Sparsity. IEEE J. Emerg. Sel. Topics Circuits Syst. Amirreza Yousefzadeh, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Mina A. Khoei, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Orlando Moreira, Jonathan Tapson, Bart Dhoedt, Pieter Simoens
2019	J	`jnl`	Event-based Feature Extraction Using Adaptive Selection Thresholds. CoRR Saeed Afshar, Ying Xu, Jonathan Tapson, André van Schaik, Gregory Cohen
2019	J	`jnl`	Guest Editorial: Special Issue on New Trends in Smart Chips and Smart Hardware. IEEE Trans. Emerg. Top. Comput. Intell. Guang-Bin Huang, E. S. Eleftheriou, Dhireesha Kudithipudi, Jonathan Tapson, Hao Yu
2019	J	`jnl`	One-time learning in a biologically-inspired Salience-affected Artificial Neural Network (SANN). CoRR Leendert A. Remmelzwaal, George F. R. Ellis, Jonathan Tapson
2018	J	`jnl`	An Analogue Neuromorphic Co-Processor That Utilizes Device Mismatch for Learning Applications. IEEE Trans. Circuits Syst. I Regul. Pap. Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Ralph Etienne-Cummings, Jonathan Tapson, André van Schaik
2018	J	`jnl`	Spatial and Temporal Downsampling in Event-Based Visual Classification. IEEE Trans. Neural Networks Learn. Syst. Gregory Cohen, Saeed Afshar, Garrick Orchard, Jonathan Tapson, Ryad Benosman, André van Schaik
2017	B	`conf`	EMNIST: Extending MNIST to handwritten letters. IJCNN Gregory Cohen, Saeed Afshar, Jonathan Tapson, André van Schaik
2017	J	`jnl`	EMNIST: an extension of MNIST to handwritten letters. CoRR Gregory Cohen, Saeed Afshar, Jonathan Tapson, André van Schaik
2017	J	`jnl`	Neuromorphic Hardware Architecture Using the Neural Engineering Framework for Pattern Recognition. IEEE Trans. Biomed. Circuits Syst. Runchun Wang, Chetan Singh Thakur, Gregory Cohen, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2016	J	`jnl`	A Low Power Trainable Neuromorphic Integrated Circuit That Is Tolerant to Device Mismatch. IEEE Trans. Circuits Syst. I Regul. Pap. Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2016	J	`jnl`	A Stochastic Approach to STDP. CoRR Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2016	C	`conf`	A stochastic approach to STDP. ISCAS Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2016	—	`conf`	An SRAM-based implementation of a convolutional neural network. BioCAS Runchun Wang, Gregory Cohen, Chetan Singh Thakur, Jonathan Tapson, André van Schaik
2016	—	`conf`	Electronic cochlea: CAR-FAC model on FPGA. BioCAS Ying Xu, Chetan Singh Thakur, Ram Kuber Singh, Runchun Wang, Jonathan Tapson, André van Schaik
2015	J	`jnl`	A Reconfigurable Mixed-signal Implementation of a Neuromorphic ADC. CoRR Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, André van Schaik
2015	J	`jnl`	A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch. CoRR Chetan Singh Thakur, Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2015	—	`conf`	A compact aVLSI conductance-based silicon neuron. BioCAS Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2015	J	`jnl`	A compact aVLSI conductance-based silicon neuron. CoRR Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2015	Misc	`conf`	A comparison of extreme learning machines and back-propagation trained feed-forward networks processing the mnist database. ICASSP Philip de Chazal, Jonathan Tapson, André van Schaik
2015	J	`jnl`	A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition. CoRR Runchun Wang, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2015	B	`conf`	A neuromorphic hardware framework based on population coding. IJCNN Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik
2015	J	`jnl`	A neuromorphic hardware framework based on population coding. CoRR Chetan Singh Thakur, Tara Julia Hamilton, Runchun Wang, Jonathan Tapson, André van Schaik
2015	—	`conf`	A reconfigurable mixed-signal implementation of a neuromorphic ADC. BioCAS Ying Xu, Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Runchun Wang, André van Schaik
2015	J	`jnl`	An Online Learning Algorithm for Neuromorphic Hardware Implementation. CoRR Chetan Singh Thakur, Runchun Wang, Saeed Afshar, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2015	J	`jnl`	ELM solutions for event-based systems. Neurocomputing Jonathan Tapson, Gregory Cohen, André van Schaik
2015	J	`jnl`	FPGA Implementation of the CAR Model of the Cochlea. CoRR Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, Richard F. Lyon, André van Schaik
2015	J	`jnl`	Online and adaptive pseudoinverse solutions for ELM weights. Neurocomputing André van Schaik, Jonathan Tapson
2015	J	`jnl`	Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron. IEEE Trans. Biomed. Circuits Syst. Saeed Afshar, Libin George, Chetan Singh Thakur, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton
2014	—	`conf`	A compact neural core for digital implementation of the Neural Engineering Framework. BioCAS Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2014	C	`conf`	A compact reconfigurable mixed-signal implementation of synaptic plasticity in spiking neurons. ISCAS Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2014	C	`conf`	A generalised conductance-based silicon neuron for large-scale spiking neural networks. ISCAS Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2014	C	`conf`	An FPGA design framework for large-scale spiking neural networks. ISCAS Runchun Wang, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2014	J	`jnl`	Approximate, Computationally Efficient Online Learning in Bayesian Spiking Neurons. Neural Comput. Levin Kuhlmann, Michael Hauser-Raspe, Jonathan H. Manton, David B. Grayden, Jonathan Tapson, André van Schaik
2014	J	`jnl`	ELM Solutions for Event-Based Systems. CoRR Jonathan Tapson, André van Schaik
2014	J	`jnl`	Explicit Computation of Input Weights in Extreme Learning Machines. CoRR Jonathan Tapson, Philip de Chazal, André van Schaik
2014	C	`conf`	FPGA implementation of the CAR Model of the cochlea. ISCAS Chetan Singh Thakur, Tara Julia Hamilton, Jonathan Tapson, André van Schaik, Richard F. Lyon
2014	J	`jnl`	Fast, simple and accurate handwritten digit classification using extreme learning machines with shaped input-weights. CoRR Mark D. McDonnell, Migel D. Tissera, André van Schaik, Jonathan Tapson
2014	J	`jnl`	Learning ELM network weights using linear discriminant analysis. CoRR Philip de Chazal, Jonathan Tapson, André van Schaik
2014	C	`conf`	Live demonstration: FPGA implementation of the CAR model of the cochlea. ISCAS Chetan Singh Thakur, James Wright, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2014	J	`jnl`	Online and Adaptive Pseudoinverse Solutions for ELM Weights. CoRR André van Schaik, Jonathan Tapson
2014	J	`jnl`	Racing to Learn: Statistical Inference and Learning in a Single Spiking Neuron. CoRR Saeed Afshar, Libin George, Jonathan Tapson, André van Schaik, Tara Julia Hamilton
2014	J	`jnl`	Stochastic Electronics: A Neuro-Inspired Design Paradigm for Integrated Circuits. Proc. IEEE Tara Julia Hamilton, Saeed Afshar, André van Schaik, Jonathan Tapson
2014	J	`jnl`	Turn Down that Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron. CoRR Saeed Afshar, Libin George, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton
2013	C	`conf`	An improved aVLSI axon with programmable delay using spike timing dependent delay plasticity. ISCAS Runchun Wang, Gregory Cohen, Tara Julia Hamilton, Jonathan Tapson, André van Schaik
2013	J	`jnl`	Learning the pseudoinverse solution to network weights. Neural Networks Jonathan Tapson, André van Schaik
2013	J	`jnl`	Synthesis of neural networks for spatio-temporal spike pattern recognition and processing CoRR Jonathan Tapson, Gregory Cohen, Saeed Afshar, Klaus M. Stiefel, Y. Buskila, Runchun Wang, Tara Julia Hamilton, André van Schaik
2013	J	`jnl`	Temporal Order Detection and Coding in Nervous Systems. Neural Comput. Klaus M. Stiefel, Jonathan Tapson, André van Schaik
2013	J	`jnl`	The Ripple Pond: Enabling Spiking Networks to See. CoRR Saeed Afshar, Gregory Cohen, Runchun Wang, André van Schaik, Jonathan Tapson, Torsten Lehmann, Tara Julia Hamilton
2013	C	`conf`	Unipolar ECG circuits: Towards more precise cardiac event identification. ISCAS Gaetano D. Gargiulo, Jonathan Tapson, André van Schaik, Alistair Lee McEwan, Aravinda Thiagalingam
2012	C	`conf`	An aVLSI programmable axonal delay circuit with spike timing dependent delay adaptation. ISCAS Runchun Wang, Jonathan Tapson, Tara Julia Hamilton, André van Schaik
2012	C	`conf`	An asynchronous parallel neuromorphic ADC architecture. ISCAS Jonathan Tapson, André van Schaik
2012	B	`conf`	Emergence of competitive control in a memristor-based neuromorphic circuit. IJCNN Saeed Afshar, Omid Kavehei, André van Schaik, Jonathan Tapson, Stan Skafidas, Tara Julia Hamilton
2012	J	`jnl`	Learning the Pseudoinverse Solution to Network Weights CoRR Jonathan Tapson, André van Schaik
2012	—	`conf`	Live Demo: Spiking ratSLAM: Rat hippocampus cells in spiking neural hardware. BioCAS Francesco Galluppi, Jörg Conradt, Terrence C. Stewart, Chris Eliasmith, Timothy K. Horiuchi, Jonathan Tapson, Bryan P. Tripp, Steve B. Furber, Ralph Etienne-Cummings
2012	B	`conf`	Online learning in Bayesian Spiking Neurons. IJCNN Levin Kuhlmann, Michael Hauser-Raspe, Jonathan H. Manton, David B. Grayden, Jonathan Tapson, André van Schaik
2011	—	`conf`	A model of the humanoid body for self collision detection based on elliptical capsules. ROBIO Chioniso Dube, Mohohlo Tsoeu, Jonathan Tapson
2011	C	`conf`	A neuromorphic cross-correlation chip. ISCAS Tara Julia Hamilton, Jonathan Tapson
2011	—	`conf`	Combination of diffuse and local connections in the cortex. AFRICON Leendert A. Remmelzwaal, Jonathan Tapson, George F. R. Ellis
2011	C	`conf`	Confession session: Learning from others mistakes. ISCAS Pamela Abshire, Amine Bermak, Raphael Berner, Gert Cauwenberghs, Shoushun Chen, Jennifer Blain Christen, Timothy G. Constandinou, Eugenio Culurciello, Marc Dandin, Timir Datta, Tobi Delbruck, Piotr Dudek, Amir Eftekhar, Ralph Etienne-Cummings, Giacomo Indiveri, Matthew K. Law, Bernabé Linares-Barranco, Jonathan Tapson, Wei Tang, Yiming Zhai
2010	C	`conf`	Investigating the implications of outer hair cell connectivity using a silicon cochlea. ISCAS Tara Julia Hamilton, Jonathan Tapson, Craig T. Jin, André van Schaik
2010	C	`conf`	Live demonstration: The self-tuned regenerative electromechanical parametric amplifier. ISCAS Jonathan Tapson, Tara Julia Hamilton, André van Schaik
2010	C	`conf`	Mixed signal phase sensitive detection. ISCAS Jonathan Tapson
2010	J	`jnl`	Optimization Methods for Spiking Neurons and Networks. IEEE Trans. Neural Networks Alexander F. Russell, Garrick Orchard, Yi Dong, Stefan Mihalas, Ernst Niebur, Jonathan Tapson, Ralph Etienne-Cummings
2010	J	`jnl`	Salience-Affected Neural Networks CoRR Leendert A. Remmelzwaal, Jonathan Tapson, George F. R. Ellis
2010	C	`conf`	The self-tuned regenerative electromechanical arametric amplifier: A model for Active amplification in the cochlea. ISCAS Jonathan Tapson, Tara Julia Hamilton, André van Schaik
2009	J	`jnl`	A First-Order Nonhomogeneous Markov Model for the Response of Spiking Neurons Stimulated by Small Phase-Continuous Signals. Neural Comput. Jonathan Tapson, Craig T. Jin, André van Schaik, Ralph Etienne-Cummings
2009	Misc	`conf`	A color detection glove with haptic feedback for the visually disabled. CISS Helen N. Schwerdt, Jonathan Tapson, Ralph Etienne-Cummings
2009	J	`jnl`	Code-Division-Multiplexed Electrical Impedance Tomography Spectroscopy. IEEE Trans. Biomed. Circuits Syst. Alistair Lee McEwan, Jonathan Tapson, André van Schaik, David S. Holder
2008	C	`conf`	A 2-D silicon cochlea with an improved automatic quality factor control-loop. ISCAS Tara Julia Hamilton, Craig T. Jin, André van Schaik, Jonathan Tapson
2008	J	`jnl`	A First-Order Non-Homogeneous Markov Model for the Response of Spiking Neurons Stimulated by Small Phase-Continuous Signals CoRR Jonathan Tapson, Craig T. Jin, André van Schaik, Ralph Etienne-Cummings
2008	C	`conf`	A two-neuron cross-correlation circuit with a wide and continuous range of time delay. ISCAS Jonathan Tapson, Mark P. Vismer, Craig T. Jin, André van Schaik, Fopefolu O. Folowosele, Ralph Etienne-Cummings
2008	J	`jnl`	An Active 2-D Silicon Cochlea. IEEE Trans. Biomed. Circuits Syst. Tara Julia Hamilton, Craig T. Jin, André van Schaik, Jonathan Tapson
2008	C	`conf`	Implementing a neuromorphic cross-correlation engine with silicon neurons. ISCAS Fopefolu O. Folowosele, Francesco Tenore, Alexander F. Russell, Garrick Orchard, Mark P. Vismer, Jonathan Tapson, Ralph Etienne-Cummings
2008	C	`conf`	Self-tuned regenerative amplification and the hopf bifurcation. ISCAS Jonathan Tapson, Tara Julia Hamilton, Craig T. Jin, André van Schaik
2008	—	`conf`	Wide-Bandwidth, High Frame Rate Electrical Impedance Tomography / Spectroscopy - a Code Division Multiplexing (CDM) Approach. BIODEVICES (2) Alistair Lee McEwan, David S. Holder, Jonathan Tapson, André van Schaik
2007	C	`conf`	A Simple Neural Cross-Correlation Engine. ISCAS Jonathan Tapson, Ralph Etienne-Cummings
2006	C	`conf`	Supercritical stability in a sonar receiver circuit. ISCAS Jonathan Tapson