André van Schaik

Orcid: 0000-0001-6140-017X

According to our database1, André van Schaik authored at least 137 papers between 1990 and 2023.

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Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to neuromorphic circuits and systems".

Timeline

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Bibliography

2023
An Event based Prediction Suffix Tree.
CoRR, 2023

Limitations in odour recognition and generalisation in a neuromorphic olfactory circuit.
CoRR, 2023

RAMAN: A Re-configurable and Sparse tinyML Accelerator for Inference on Edge.
CoRR, 2023

Efficient Implementation of a Multi-Layer Gradient-Free Online-Trainable Spiking Neural Network on FPGA.
CoRR, 2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.
CoRR, 2023

An Optimized Multi-layer Spiking Neural Network implementation in FPGA Without Multipliers.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Spike-time encoding of gas concentrations using neuromorphic analog sensory front-end.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

A Sparsity-driven tinyML Accelerator for Decoding Hand Kinematics in Brain-Computer Interfaces.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

Live Demonstration: Audio Inference using Neuromorphic Cochlea on RAMAN Accelerator.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022
Event-driven Spectrotemporal Feature Extraction and Classification using a Silicon Cochlea Model.
CoRR, 2022

An Optimized Deep Spiking Neural Network Architecture Without Gradients.
IEEE Access, 2022

Rapid Inference of Geographical Location with an Event-based Electronic Nose.
Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

2021
Advances in Machine Learning and Deep Neural Networks.
Proc. IEEE, 2021

An optimised deep spiking neural network architecture without gradients.
CoRR, 2021

FPGA Implementation of Particle Filters for Robotic Source Localization.
IEEE Access, 2021

Live Demonstration: An FPGA-Based Emulation of an Event-Based Vision Sensor Using Commercially Available Camera.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Superevents: Towards Native Semantic Segmentation for Event-based Cameras.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

Investigation of Auditory Nerve Model and Conventional Approaches in Noise-Robust Speaker Identification.
Proceedings of the 6th International Conference on Frontiers of Signal Processing, 2021

2020
Event-Based Feature Extraction Using Adaptive Selection Thresholds.
Sensors, 2020

Source localization using particle filtering on FPGA for robotic navigation with imprecise binary measurement.
CoRR, 2020

2019
CAR-Lite: A Multi-Rate Cochlear Model on FPGA for Spike-Based Sound Encoding.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Efficient FPGA Implementations of Pair and Triplet-Based STDP for Neuromorphic Architectures.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Event-based Object Detection and Tracking for Space Situational Awareness.
CoRR, 2019

Event-based Feature Extraction Using Adaptive Selection Thresholds.
CoRR, 2019

A Binaural Sound Localization System using Deep Convolutional Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Star Tracking Using an Event Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Single-Bit-per-Weight Deep Convolutional Neural Networks without Batch-Normalization Layers for Embedded Systems.
Proceedings of the 4th Asia-Pacific Conference on Intelligent Robot Systems, 2019

2018
Spatial and Temporal Downsampling in Event-Based Visual Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

An Analogue Neuromorphic Co-Processor That Utilizes Device Mismatch for Learning Applications.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain.
CoRR, 2018

An FPGA-based Massively Parallel Neuromorphic Cortex Simulator.
CoRR, 2018

A Machine Hearing System for Binaural Sound Localization based on Instantaneous Correlation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

CAR-Lite: A Multi-Rate Cochlea Model on FPGA.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
Neuromorphic Hardware Architecture Using the Neural Engineering Framework for Pattern Recognition.
IEEE Trans. Biomed. Circuits Syst., 2017

EMNIST: an extension of MNIST to handwritten letters.
CoRR, 2017

EMNIST: Extending MNIST to handwritten letters.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Measurement of perception thresholds for electrical noise stimuli.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Inference in spiking Bayesian neurons using stochastic computation.
Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016
A Low Power Trainable Neuromorphic Integrated Circuit That Is Tolerant to Device Mismatch.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

A stochastic approach to STDP.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Electronic cochlea: CAR-FAC model on FPGA.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

An SRAM-based implementation of a convolutional neural network.
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.
IEEE Trans. Biomed. Circuits Syst., 2015

ELM solutions for event-based systems.
Neurocomputing, 2015

Online and adaptive pseudoinverse solutions for ELM weights.
Neurocomputing, 2015

A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognition.
CoRR, 2015

A Trainable Neuromorphic Integrated Circuit that Exploits Device Mismatch.
CoRR, 2015

An Online Learning Algorithm for Neuromorphic Hardware Implementation.
CoRR, 2015

A point process approach to encode tactile afferents.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

A neuromorphic hardware framework based on population coding.
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.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sleep apnoea episodes recognition by a committee of ELM classifiers from ECG signal.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A reconfigurable mixed-signal implementation of a neuromorphic ADC.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

A compact aVLSI conductance-based silicon neuron.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014
Neuromorphic Sensors, Cochlea.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Creating the Sydney York Morphological and Acoustic Recordings of Ears Database.
IEEE Trans. Multim., 2014

Asynchronous Binaural Spatial Audition Sensor With 2 × 64 × 4 Channel Output.
IEEE Trans. Biomed. Circuits Syst., 2014

Stochastic Electronics: A Neuro-Inspired Design Paradigm for Integrated Circuits.
Proc. IEEE, 2014

Approximate, Computationally Efficient Online Learning in Bayesian Spiking Neurons.
Neural Comput., 2014

ELM Solutions for Event-Based Systems.
CoRR, 2014

Explicit Computation of Input Weights in Extreme Learning Machines.
CoRR, 2014

Fast, simple and accurate handwritten digit classification using extreme learning machines with shaped input-weights.
CoRR, 2014

Learning ELM network weights using linear discriminant analysis.
CoRR, 2014

Racing to Learn: Statistical Inference and Learning in a Single Spiking Neuron.
CoRR, 2014

Turn Down that Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron.
CoRR, 2014

A digital to transconductance converter for nauta structure op-amps in 65nm CMOS.
Proceedings of the IEEE 57th International Midwest Symposium on Circuits and Systems, 2014

A generalised conductance-based silicon neuron for large-scale spiking neural networks.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

A compact reconfigurable mixed-signal implementation of synaptic plasticity in spiking neurons.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

An FPGA design framework for large-scale spiking neural networks.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Live demonstration: FPGA implementation of the CAR model of the cochlea.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

FPGA implementation of the CAR Model of the cochlea.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

A compact neural core for digital implementation of the Neural Engineering Framework.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013
Learning the pseudoinverse solution to network weights.
Neural Networks, 2013

Temporal Order Detection and Coding in Nervous Systems.
Neural Comput., 2013

Synthesis of neural networks for spatio-temporal spike pattern recognition and processing
CoRR, 2013

The Ripple Pond: Enabling Spiking Networks to See.
CoRR, 2013

An improved aVLSI axon with programmable delay using spike timing dependent delay plasticity.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A 0.3mm<sup>2</sup> 10-b 100MS/s pipelined ADC using Nauta structure op-amps in 180nm CMOS.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Unipolar ECG circuits: Towards more precise cardiac event identification.
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.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

An asynchronous parallel neuromorphic ADC architecture.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

A 1.2V 2-bit phase interpolator for 65nm CMOS.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Online learning in Bayesian Spiking Neurons.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Emergence of competitive control in a memristor-based neuromorphic circuit.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A method for measuring switching frequency using complex asynchronous logic circuits.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2012

2011
A programmable axonal propagation delay circuit for time-delay spiking neural networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Time domain reconstruction of spatial sound fields using compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2011

Spiking neural network-based auto-associative memory using FPGA interconnect delays.
Proceedings of the 2011 International Conference on Field-Programmable Technology, 2011

2010
The self-tuned regenerative electromechanical arametric amplifier: A model for Active amplification in the cochlea.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Live demonstration: The self-tuned regenerative electromechanical parametric amplifier.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

A log-domain implementation of the Mihalas-Niebur neuron model.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

A log-domain implementation of the Izhikevich neuron model.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Event-based 64-channel binaural silicon cochlea with Q enhancement mechanisms.
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.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Zero-Discount Partially Observable Markov Decision Processes For Computational Improvising Agents.
Proceedings of the 2010 International Computer Music Conference, 2010

Symbolic analysis of the Tau Cell log-domain filter using affine MOSFET models.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2010

2009
Code-Division-Multiplexed Electrical Impedance Tomography Spectroscopy.
IEEE Trans. Biomed. Circuits Syst., 2009

A First-Order Nonhomogeneous Markov Model for the Response of Spiking Neurons Stimulated by Small Phase-Continuous Signals.
Neural Comput., 2009

Sound localisation with a silicon cochlea pair.
Proceedings of the IEEE International Conference on Acoustics, 2009

Acoustic holography with a concentric rigid and open spherical microphone array.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
An Active 2-D Silicon Cochlea.
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
CoRR, 2008

A two-neuron cross-correlation circuit with a wide and continuous range of time delay.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Self-tuned regenerative amplification and the hopf bifurcation.
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.
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.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
AER EAR: A Matched Silicon Cochlea Pair With Address Event Representation Interface.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007

An Address-Event Vision Sensor for Multiple Transient Object Detection.
IEEE Trans. Biomed. Circuits Syst., 2007

Directional hearing in a silicon cricket.
Biosyst., 2007

A Basilar Membrane Resonator for an Active 2-D Cochlea.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

AER Auditory Filtering and CPG for Robot Control.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006
An analysis of matching in the Tau cell log-domain filter.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Spike response properties of an AER EAR.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Listening Through Different Ears in the Sydney Opera House.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Distance Variation Function for Simulation of Near-Field Virtual Auditory Space.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
An aVLSI Cricket Ear Model.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

AER EAR: a matched silicon cochlea pair with address event representation interface.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

2004
A 2-Dimensional active cochlear model for analog VLSI implementation.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

An alternative analog VLSI implementation of the Meddis inner hair cell model.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Bias current generators with wide dynamic range.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Reverberation for Ambient Data Communication.
Proceedings of the ICAD 2004: The 10th Meeting of the International Conference on Auditory Display, 2004

Mobile Spatial Audio Communication System.
Proceedings of the ICAD 2004: The 10th Meeting of the International Conference on Auditory Display, 2004

2003
Editorial.
EURASIP J. Adv. Signal Process., 2003

An Analogue VLSI Implementation of the Meddis Inner Hair Cell Model.
EURASIP J. Adv. Signal Process., 2003

A neuromorphic sound localizer for a smart MEMS system.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

The tau-cell: a new method for the implementation of arbitrary differential equations.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

A small analog VLSI inner hair cell model.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

2001
Building blocks for electronic spiking neural networks.
Neural Networks, 2001

Pseudo-voltage domain implementation of a 2-dimensional silicon cochlea.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

1999
Human Localisation of Band-Pass Filtered Noise.
Int. J. Neural Syst., 1999

An Analog VLSI Model of Periodicity Extraction.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Spectral Cues in Human Sound Localization.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1996
A CMOS motion detector system for pointing devices.
IEEE J. Solid State Circuits, 1996

A Silicon Model of Amplitude Modulation Detection in the Auditory Brainstem.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
Improved Silicon Cochlea using Compatible Lateral Bipolar Transistors.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995

Linear predictive coding of speech using an analogue cochlear model.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

1990
Limits to the fault-tolerance of a feedforward neural network with learning.
Proceedings of the 20th International Symposium on Fault-Tolerant Computing, 1990


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