Philip Heng Wai Leong

ORCID

Publication Activity (10 Years)

Years Active: 1991-2018
Publications (10 Years): 32

Top Venues

CoRR

IEEE Trans. Very Large Scale Integr. Syst.

FPT

FPGA

Publications

Jiang Su, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Gianluca Durelli, David B. Thomas, Philip Heng Wai Leong, Peter Y. K. Cheung
Accuracy to Throughput Trade-Offs for Reduced Precision Neural Networks on Reconfigurable Logic. ARC (2018)
Daniel Holanda Noronha, Philip Heng Wai Leong, Steven J. E. Wilton
Kibo: An Open-Source Fixed-Point Tool-kit for Training and Inference in FPGA-Based Deep Learning Networks. IPDPS Workshops (2018)
Duncan J. M. Moss, David Boland, Peyam Pourbeik, Philip Heng Wai Leong
Real-time FPGA-based Anomaly Detection for Radio Frequency Signals. ISCAS (2018)
Ning Ma, Yu Peng, Shaojun Wang, Philip Heng Wai Leong
An Unsupervised Deep Hyperspectral Anomaly Detector. Sensors 18 (3) (2018)
Yongfu He, Yu Peng, Shaojun Wang, Datong Liu, Philip Heng Wai Leong
A Structured Sparse Subspace Learning Algorithm for Anomaly Detection in UAV Flight Data. IEEE Trans. Instrum. Meas. 67 (1) (2018)
Duncan J. M. Moss, Krishnan Srivatsan, Eriko Nurvitadhi, Piotr Ratuszniak, Chris Johnson, Jaewoong Sim, Asit K. Mishra, Debbie Marr, Suchit Subhaschandra, Philip Heng Wai Leong
A Customizable Matrix Multiplication Framework for the Intel HARPv2 Xeon+FPGA Platform: A Deep Learning Case Study. FPGA (2018)
Jiang Su, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Gianluca Durelli, David B. Thomas, Philip Heng Wai Leong, Peter Y. K. Cheung
Accuracy to Throughput Trade-offs for Reduced Precision Neural Networks on Reconfigurable Logic. CoRR (2018)
Sean Fox, David Boland, Philip Heng Wai Leong
FPGA Fastfood - A High Speed Systolic Implementation of a Large Scale Online Kernel Method. FPGA (2018)
Jiang Su, Julian Faraone, Junyi Liu, Yiren Zhao, David B. Thomas, Philip Heng Wai Leong, Peter Y. K. Cheung
Redundancy-Reduced MobileNet Acceleration on Reconfigurable Logic for ImageNet Classification. ARC (2018)
Julian Faraone, Nicholas J. Fraser, Michaela Blott, Philip Heng Wai Leong
SYQ: Learning Symmetric Quantization For Efficient Deep Neural Networks. CoRR (2018)
Nicholas J. Fraser, JunKyu Lee, Duncan J. M. Moss, Julian Faraone, Stephen Tridgell, Craig T. Jin, Philip Heng Wai Leong
FPGA Implementations of Kernel Normalised Least Mean Squares Processors. ACM Trans. Reconfigurable Technol. Syst. 10 (4) (2017)
Nicholas J. Fraser, Yaman Umuroglu, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong, Magnus Jahre, Kees A. Vissers
Scaling Binarized Neural Networks on Reconfigurable Logic. CoRR (2017)
Julian Faraone, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong
Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks. ICONIP (2) (2017)
Philip Heng Wai Leong, Hideharu Amano, Jason Helge Anderson, Koen Bertels, João M. P. Cardoso, Oliver Diessel, Guy Gogniat, Mike Hutton, JunKyu Lee, Wayne Luk, Patrick Lysaght, Marco Platzner, Viktor K. Prasanna, Tero Rissa, Cristina Silvano, Hayden Kwok-Hay So, Yu Wang
The First 25 Years of the FPL Conference: Significant Papers. ACM Trans. Reconfigurable Technol. Syst. 10 (2) (2017)
Thuy T. Pham, Steven T. Moore, Simon J. G. Lewis, Diep N. Nguyen, Eryk Dutkiewicz, Andrew J. Fuglevand, Alistair Lee McEwan, Philip Heng Wai Leong
Freezing of Gait Detection in Parkinson's Disease: A Subject-Independent Detector Using Anomaly Scores. IEEE Trans. Biomed. Eng. 64 (11) (2017)
Nicholas J. Fraser, Yaman Umuroglu, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong, Magnus Jahre, Kees A. Vissers
Scaling Binarized Neural Networks on Reconfigurable Logic. PARMA-DITAM@HiPEAC (2017)
Yaman Umuroglu, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong, Magnus Jahre, Kees A. Vissers
FINN: A Framework for Fast, Scalable Binarized Neural Network Inference. FPGA (2017)
Thuy T. Pham, Diep N. Nguyen, Eryk Dutkiewicz, Alistair Lee McEwan, Philip Heng Wai Leong
An anomaly detection technique in wearable wireless monitoring systems for studies of gait freezing in Parkinson's disease. ICOIN (2017)
Jian Yan, Junqi Yuan, Philip Heng Wai Leong, Wayne Luk, Lingli Wang
Lossless Compression Decoders for Bitstreams and Software Binaries Based on High-Level Synthesis. IEEE Trans. Very Large Scale Integr. Syst. 25 (10) (2017)
Duncan J. M. Moss, Eriko Nurvitadhi, Jaewoong Sim, Asit K. Mishra, Debbie Marr, Suchit Subhaschandra, Philip Heng Wai Leong
High performance binary neural networks on the Xeon+FPGA™ platform. FPL (2017)
Farzad Noorian, Philip Heng Wai Leong
On Time Series Forecasting Error Measures for Finite Horizon Control. IEEE Trans. Control. Syst. Technol. 25 (2) (2017)
Julian Faraone, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong
Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks. CoRR (2017)
Thuy T. Pham, Cindy Thamrin, Paul D. Robinson, Alistair Lee McEwan, Philip Heng Wai Leong
Respiratory Artefact Removal in Forced Oscillation Measurements: A Machine Learning Approach. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Thuy T. Pham, Diep N. Nguyen, Eryk Dutkiewicz, Alistair Lee McEwan, Philip Heng Wai Leong
Wearable healthcare systems: A single channel accelerometer based anomaly detector for studies of gait freezing in Parkinson's disease. ICC (2017)
Cong Nguyen Dao, Abdallah El Kass, Mostafa Rahimi Azghadi, Craig T. Jin, Jonathan Scott, Philip Heng Wai Leong
An enhanced MOSFET threshold voltage model for the 6-300 K temperature range. Microelectron. Reliab. 69 (2017)
Anthony Mihirana De Silva, Richard I. A. Davis, Syed Ahmed Pasha, Philip Heng Wai Leong
Forecasting Financial Time Series with Grammar-Guided Feature Generation. Comput. Intell. 33 (2) (2017)
Mostafa Rahimi Azghadi, Bernabé Linares-Barranco, Derek Abbott, Philip Heng Wai Leong
A Hybrid CMOS-Memristor Neuromorphic Synapse. IEEE Trans. Biomed. Circuits Syst. 11 (2) (2017)
Ashnil Kumar, Shane Dyer, Jinman Kim, Changyang Li, Philip Heng Wai Leong, Michael J. Fulham, Dagan Feng
Adapting content-based image retrieval techniques for the semantic annotation of medical images. Comput. Medical Imaging Graph. 49 (2016)
Yaman Umuroglu, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong, Magnus Jahre, Kees A. Vissers
FINN: A Framework for Fast, Scalable Binarized Neural Network Inference. CoRR (2016)
Thuy T. Pham, Diep N. Nguyen, Eryk Dutkiewicz, Alistair Lee McEwan, Cindy Thamrin, Paul D. Robinson, Philip Heng Wai Leong
Feature Engineering and Supervised Learning Classifiers for Respiratory Artefact Removal in Lung Function Tests. GLOBECOM (2016)
Sean Fox, Stephen Tridgell, Craig T. Jin, Philip Heng Wai Leong
Random projections for scaling machine learning on FPGAs. FPT (2016)
Yeyong Pang, Shaojun Wang, Yu Peng, Xiyuan Peng, Nicholas J. Fraser, Philip Heng Wai Leong
A Microcoded Kernel Recursive Least Squares Processor Using FPGA Technology. ACM Trans. Reconfigurable Technol. Syst. 10 (1) (2016)
Stephen Tridgell, Duncan J. M. Moss, Nicholas J. Fraser, Philip Heng Wai Leong
Braiding: A scheme for resolving hazards in kernel adaptive filters. FPT (2015)
Kevin Nguyen, David Humphrey, Mark Hedley, Philip Heng Wai Leong
Phase recovery for time of arrival estimation in the presence of interference. ICASSP (2015)
Lesley Shannon, Veronica Cojocaru, Cong Nguyen Dao, Philip Heng Wai Leong
Technology Scaling in FPGAs: Trends in Applications and Architectures. FCCM (2015)
David Lyndon, Ashnil Kumar, Jinman Kim, Philip Heng Wai Leong, Dagan Feng
Convolutional Neural Networks for Subfigure Classification. CLEF (Working Notes) (2015)
Michael Frechtling, Philip Heng Wai Leong
MCALIB: Measuring Sensitivity to Rounding Error with Monte Carlo Programming. ACM Trans. Program. Lang. Syst. 37 (2) (2015)
Philip Heng Wai Leong, Hideharu Amano, Jason Helge Anderson, Koen Bertels, João M. P. Cardoso, Oliver Diessel, Guy Gogniat, Mike Hutton, JunKyu Lee, Wayne Luk, Patrick Lysaght, Marco Platzner, Viktor K. Prasanna, Tero Rissa, Cristina Silvano, Hayden Kwok-Hay So, Yu Wang
Significant papers from the first 25 years of the FPL conference. FPL (2015)
David Lyndon, Ashnil Kumar, Jinman Kim, Philip Heng Wai Leong, Dagan Feng
Convolutional Neural Networks for Medical Clustering. CLEF (Working Notes) (2015)
Nicholas J. Fraser, Duncan J. M. Moss, Nicolas Epain, Philip Heng Wai Leong
Distributed kernel learning using Kernel Recursive Least Squares. ICASSP (2015)
Nicholas J. Fraser, Duncan J. M. Moss, JunKyu Lee, Stephen Tridgell, Craig T. Jin, Philip Heng Wai Leong
A fully pipelined kernel normalised least mean squares processor for accelerated parameter optimisation. FPL (2015)
Zhe Zhang, Philip Heng Wai Leong
An online algorithm for least-square spectral analysis: Applied to time-frequency analysis of heart rate. EMBC (2015)
Duncan J. M. Moss, Zhe Zhang, Nicholas J. Fraser, Philip Heng Wai Leong
An FPGA-based spectral anomaly detection system. FPT (2014)
Farzad Noorian, Philip Heng Wai Leong
Dynamic hedging of foreign exchange risk using stochastic model predictive control. CIFEr (2014)
Lei Li, Farzad Noorian, Duncan J. M. Moss, Philip Heng Wai Leong
Rolling window time series prediction using MapReduce. IRI (2014)
Thuy T. Pham, Andrew J. Fuglevand, Alistair Lee McEwan, Philip Heng Wai Leong
Unsupervised discrimination of motor unit action potentials using spectrograms. EMBC (2014)
Jürgen Becker, Ramachandran Vaidyanathan, Marco D. Santambrogio, Jim Tørresen, Ron Sass, Philip Heng Wai Leong
RAW Introduction and Committees. IPDPS Workshops (2014)
Ashnil Kumar, Shane Dyer, Changyang Li, Philip Heng Wai Leong, Jinman Kim
Automatic Annotation of Liver CT Images: the Submission of the BMET Group to ImageCLEFmed 2014. CLEF (Working Notes) (2014)
Thomas C. P. Chau, Maciej Kurek, James Stanley Targett, Jake Humphrey, Georgios Skouroupathis, Alison Eele, Jan M. Maciejowski, Benjamin Cope, Kathryn Cobden, Philip Heng Wai Leong, Peter Y. K. Cheung, Wayne Luk
SMCGen: Generating Reconfigurable Design for Sequential Monte Carlo Applications. FCCM (2014)
S. Man Ho Ho, Yanqing Ai, Thomas Chun-Pong Chau, Steve C. L. Yuen, Oliver Chiu-sing Choy, Philip Heng Wai Leong, Kong-Pang Pun
Architecture and Design Flow for a Highly Efficient Structured ASIC. IEEE Trans. Very Large Scale Integr. Syst. 21 (3) (2013)
Yeyong Pang, Shaojun Wang, Yu Peng, Nicholas J. Fraser, Philip Heng Wai Leong
A low latency kernel recursive least squares processor using FPGA technology. FPT (2013)
Syed Ahmed Pasha, Philip Heng Wai Leong
Cluster analysis of high-dimensional high-frequency financial time series. CIFEr (2013)
Anthony Mihirana De Silva, Farzad Noorian, Richard I. A. Davis, Philip Heng Wai Leong
A Hybrid Feature Selection and Generation Algorithm for Electricity Load Prediction Using Grammatical Evolution. ICMLA (2) (2013)
Gary Chun Tak Chow, Anson Hong Tak Tse, Qiwei Jin, Wayne Luk, Philip Heng Wai Leong, David B. Thomas
A mixed precision Monte Carlo methodology for reconfigurable accelerator systems. FPGA (2012)
Haile Yu, Philip Heng Wai Leong, Qiang Xu
An FPGA Chip Identification Generator Using Configurable Ring Oscillators. IEEE Trans. Very Large Scale Integr. Syst. 20 (12) (2012)
Chi Wai Yu, Alastair M. Smith, Wayne Luk, Philip Heng Wai Leong, Steven J. E. Wilton
Optimizing Floating Point Units in Hybrid FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 20 (7) (2012)
Gary C. T. Chow, Wayne Luk, Philip Heng Wai Leong
A Mixed Precision Methodology for Mathematical Optimisation. FCCM (2012)
Yi Qiao Zhang, Thuraiappah Sathyan, Mark Hedley, Philip Heng Wai Leong, Ahmed Pasha
Hardware efficient parallel particle filter for tracking in wireless networks. PIMRC (2012)
Haile Yu, Qiang Xu, Philip Heng Wai Leong
On timing yield improvement for FPGA designs using architectural symmetry (abstract only). FPGA (2011)
Colin Yu Lin, Hayden Kwok-Hay So, Philip Heng Wai Leong
A Model for Matrix Multiplication Performance on FPGAs. FPL (2011)
Chong H. Ang, Craig T. Jin, Philip Heng Wai Leong, André van Schaik
Spiking neural network-based auto-associative memory using FPGA interconnect delays. FPT (2011)
Gary Chun Tak Chow, K. W. Kwok, Wayne Luk, Philip Heng Wai Leong
Mixed Precision Processing in Reconfigurable Systems. FCCM (2011)
Colin Yu Lin, Hayden Kwok-Hay So, Philip Heng Wai Leong
A Model for Peak Matrix Performance on FPGAs. FCCM (2011)
Haile Yu, Qiang Xu, Philip Heng Wai Leong
On Timing Yield Improvement for FPGA Designs Using Architectural Symmetry. FPL (2011)
Jackson H. C. Yeung, Evangeline F. Y. Young, Philip Heng Wai Leong
A monte-carlo floating-point unit for self-validating arithmetic. FPGA (2011)
Joydip Das, Andrew Lam, Steven J. E. Wilton, Philip Heng Wai Leong, Wayne Luk
An Analytical Model Relating FPGA Architecture to Logic Density and Depth. IEEE Trans. Very Large Scale Integr. Syst. 19 (12) (2011)
Steve C. L. Yuen, Yanqing Ai, Brian P. W. Chan, Thomas C. P. Chau, Sam M. H. Ho, Oscar K. L. Lau, Kong-Pang Pun, Philip Heng Wai Leong, Oliver C. S. Choy
Rapid prototyping on a structured ASIC fabric. ASP-DAC (2010)
Yuet Ming Lam, José Gabriel F. Coutinho, Chun Hok Ho, Philip Heng Wai Leong, Wayne Luk
Multiloop Parallelisation Using Unrolling and Fission. Int. J. Reconfigurable Comput. 2010 (2010)
Thomas C. P. Chau, David W. L. Wu, Yanqing Ai, Brian P. W. Chan, Sam M. H. Ho, Oscar K. L. Lau, Steve C. L. Yuen, Kong-Pang Pun, Oliver C. S. Choy, Philip Heng Wai Leong
Design of a single layer programmable Structured ASIC library. DDECS (2010)
Haile Yu, Philip Heng Wai Leong, Qiang Xu
An FPGA chip identification generator using configurable ring oscillator. FPT (2010)
Sam M. H. Ho, Steve C. L. Yuen, Hiu Ching Poon, Thomas C. P. Chau, Yanqing Ai, Philip Heng Wai Leong, Oliver C. S. Choy, Kong-Pang Pun
Structured ASIC: Methodology and comparison. FPT (2010)
Haile Yu, Qiang Xu, Philip Heng Wai Leong
Fine-grained characterization of process variation in FPGAs. FPT (2010)
Gary Chun Tak Chow, Ken Eguro, Wayne Luk, Philip Heng Wai Leong
A Karatsuba-Based Montgomery Multiplier. FPL (2010)
Thomas C. P. Chau, Philip Heng Wai Leong, Sam M. H. Ho, Brian P. W. Chan, Steve C. L. Yuen, Kong-Pang Pun, Oliver C. S. Choy, Xinan Wang
A comparison of via-programmable gate array logic cell circuits. FPGA (2009)
Eddie Hung, Steven J. E. Wilton, Haile Yu, Thomas C. P. Chau, Philip Heng Wai Leong
A detailed delay path model for FPGAs. FPT (2009)
Haile Yu, Philip Heng Wai Leong, Heiko Hinkelmann, Leandro Möller, Manfred Glesner, Peter Zipf
Towards a unique FPGA-based identification circuit using process variations. FPL (2009)
Chun Hok Ho, Chi Wai Yu, Philip Heng Wai Leong, Wayne Luk, Steven J. E. Wilton
Floating-Point FPGA: Architecture and Modeling. IEEE Trans. Very Large Scale Integr. Syst. 17 (12) (2009)
Joydip Das, Steven J. E. Wilton, Philip Heng Wai Leong, Wayne Luk
Modeling post-techmapping and post-clustering FPGA circuit depth. FPL (2009)
Thomas C. P. Chau, S. Man Ho Ho, Philip Heng Wai Leong, Peter Zipf, Manfred Glesner
Generation of Synthetic Floating-Point benchmark circuits. IPDPS (2009)
Yuet Ming Lam, José Gabriel F. Coutinho, Wayne Luk, Philip Heng Wai Leong
Unrolling-based loop mapping and scheduling. FPT (2008)
Jürgen Becker, Michael Hübner, Roger F. Woods, Philip Heng Wai Leong, Robert Esser, Lionel Torres
Current Trends on Reconfigurable Computing. Int. J. Reconfigurable Comput. 2008 (2008)
Steven J. E. Wilton, Chun Hok Ho, Bradley R. Quinton, Philip Heng Wai Leong, Wayne Luk
A Synthesizable Datapath-Oriented Embedded FPGA Fabric for Silicon Debug Applications. ACM Trans. Reconfigurable Technol. Syst. 1 (1) (2008)
Chun Hok Ho, Philip Heng Wai Leong, Wayne Luk, Steven J. E. Wilton
Rapid estimation of power consumption for hybrid FPGAs. FPL (2008)
Philip Heng Wai Leong
Recent Trends in FPGA Architectures and Applications. DELTA (2008)
Jackson H. C. Yeung, C. C. Tsang, Kuen Hung Tsoi, Bill S. H. Kwan, Chris C. C. Cheung, Anthony P. C. Chan, Philip Heng Wai Leong
Map-reduce as a Programming Model for Custom Computing Machines. FCCM (2008)
Chi Wai Yu, Julien Lamoureux, Steven J. E. Wilton, Philip Heng Wai Leong, Wayne Luk
The Coarse-Grained/Fine-Grained Logic Interface in FPGAs with Embedded Floating-Point Arithmetic Units. Int. J. Reconfigurable Comput. 2008 (2008)
Haile Yu, Yuk Hei Chan, Philip Heng Wai Leong
FPGA interconnect design using logical effort. FPL (2008)
Brian M. H. Li, Philip Heng Wai Leong
Serial and Parallel FPGA-based Variable Block Size Motion Estimation Processors. J. Signal Process. Syst. 51 (1) (2008)
Yuet Ming Lam, José Gabriel F. Coutinho, Wayne Luk, Philip Heng Wai Leong
Mapping and scheduling with task clustering for heterogeneous computing systems. FPL (2008)
Haile Yu, Yuk Hei Chan, Philip Heng Wai Leong
FPGA interconnect design using logical effort. FPGA (2008)
Chi Wai Yu, Alastair M. Smith, Wayne Luk, Philip Heng Wai Leong, Steven J. E. Wilton
Optimizing coarse-grained units in floating point hybrid FPGA. FPT (2008)
Andrew Lam, Steven J. E. Wilton, Philip Heng Wai Leong, Wayne Luk
An analytical model describing the relationships between logic architecture and FPGA density. FPL (2008)
Guangyi Shi, Cheung-Shing Chan, Guanglie Zhang, Wen Jung Li, Philip Heng Wai Leong, Kwok-Sui Leung
Towards a mobile airbag system using MEMS sensors and embedded intelligence. ROBIO (2007)
Philip Heng Wai Leong, Andreas Koch, Eduardo I. Boemo
Editorial - Field-programmable logic and applications. IET Comput. Digit. Tech. 1 (4) (2007)
Kuen Hung Tsoi, Ka Hei Leung, Philip Heng Wai Leong
High performance physical random number generator. IET Comput. Digit. Tech. 1 (4) (2007)
Steve C. L. Yuen, Johnny M. H. Lee, Wen Jung Li, Philip Heng Wai Leong
An AA-Sized Vibration-Based Microgenerator for Wireless Sensors. IEEE Pervasive Comput. 6 (1) (2007)
Zhuxin Dong, Guanglie Zhang, Chi Chiu Tsang, Guangyi Shi, Wen Jung Li, Philip Heng Wai Leong, Ming Yiu Wong
μIMU-based handwriting recognition calibration by optical tracking. ROBIO (2007)
Chun Hok Ho, Chi Wai Yu, Philip Heng Wai Leong, Wayne Luk, Steven J. E. Wilton
Domain-Specific Hybrid FPGA: Architecture and Floating Point Applications. FPL (2007)
Chi Chiu Tsang, Philip Heng Wai Leong, Guanglie Zhang, Chor Fung Chung, Zhuxin Dong, Guangyi Shi, Wen Jung Li
Handwriting tracking based on coupled μIMU/electromagnetic resonance motion detection. ROBIO (2007)
Steven J. E. Wilton, Chun Hok Ho, Philip Heng Wai Leong, Wayne Luk, Bradley R. Quinton
A synthesizable datapath-oriented embedded FPGA fabric. FPGA (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Philip Heng Wai Leong