Runchun Wang

38 papers B 1C 13Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2025 C conf
Simulating Spiking Neural Networks with 8-Bit Floating-Point Numbers.
ISCAS
Pablo Urbizagastegui, André van Schaik, Runchun Wang
2025 J jnl
Stochastic rounding for memory-efficient digital simulation of synaptic plasticity using 8-bit floating-point.
Neuromorph. Comput. Eng.
Pablo Urbizagastegui, André van Schaik, Runchun Wang
2024 C conf
An FPGA Implementation of An Event-Driven Unsupervised Feature Extraction Algorithm for Pattern Recognition.
ISCAS
Philip C. Jose, Ying Xu, André van Schaik, Runchun Wang
2021 C conf
Live Demonstration: An FPGA-Based Emulation of an Event-Based Vision Sensor Using Commercially Available Camera.
ISCAS
Samalika Lakmali Perera, Ying Xu, André van Schaik, Runchun Wang
2019 C conf
A Binaural Sound Localization System using Deep Convolutional Neural Networks.
ISCAS
Ying Xu, Saeed Afshar, Ram Kuber Singh, Runchun Wang, André van Schaik, Tara Julia Hamilton
2019 J jnl
CAR-Lite: A Multi-Rate Cochlear Model on FPGA for Spike-Based Sound Encoding.
IEEE Trans. Circuits Syst. I Regul. Pap.
Ram Kuber Singh, Ying Xu, Runchun Wang, Tara Julia Hamilton, Susan L. Denham, André van Schaik
2019 — conf
Single-Bit-per-Weight Deep Convolutional Neural Networks without Batch-Normalization Layers for Embedded Systems.
ACIRS
Mark D. McDonnell, Hesham Mostafa, Runchun Wang, André van Schaik
2019 J jnl
Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems.
CoRR
Mark D. McDonnell, Hesham Mostafa, Runchun Wang, André van Schaik
2018 C conf
A Machine Hearing System for Binaural Sound Localization based on Instantaneous Correlation.
ISCAS
Ying Xu, Saeed Afshar, Ram Kuber Singh, Tara Julia Hamilton, Runchun Wang, André van Schaik
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
An FPGA-based Massively Parallel Neuromorphic Cortex Simulator.
CoRR
Runchun Wang, Chetan Singh Thakur, André van Schaik
2018 C conf
CAR-Lite: A Multi-Rate Cochlea Model on FPGA.
ISCAS
Ram Kuber Singh, Ying Xu, Runchun Wang, Tara Julia Hamilton, André van Schaik, Susan L. Denham
2018 J jnl
Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain.
CoRR
Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings
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 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
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
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
Delay Learning Architectures for Memory and Classification.
CoRR
Shaista Hussain, Arindam Basu, Runchun Wang, Tara Julia Hamilton
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
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
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
2011 C conf
A programmable axonal propagation delay circuit for time-delay spiking neural networks.
ISCAS
Runchun Wang, Craig T. Jin, Alistair Lee McEwan, André van Schaik