Christos-Savvas Bouganis

发表

Feature selection with geometric constraints for vision-based Unmanned Aerial Vehicle navigation

Maria E. Angelopoulou, Christos-Savvas Bouganis, 2011, 2011 18th IEEE International Conference on Image Processing.

Now that I can see, I can improve: Enabling data-driven finetuning of CNNs on the edge

Christos-Savvas Bouganis, Aditya Rajagopal, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Early performance estimation of image compression methods on soft processors

Christos-Savvas Bouganis, Peter Y. K. Cheung, Adam Powell, 2012, 22nd International Conference on Field Programmable Logic and Applications (FPL).

fpgaConvNet: Automated Mapping of Convolutional Neural Networks on FPGAs (Abstract Only)

Christos-Savvas Bouganis, Stylianos I. Venieris, C. Bouganis, 2017, FPGA.

Toolflows for Mapping Convolutional Neural Networks on FPGAs

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2018, ACM Comput. Surv..

Synthesis and Optimization of 2D Filter Designs for Heterogeneous FPGAs

Christos-Savvas Bouganis, Peter Y. K. Cheung, George A. Constantinides, 2009, TRETS.

A Scalable FPGA-based Architecture for Depth Estimation in SLAM

Christos-Savvas Bouganis, Konstantinos Boikos, 2019, ARC.

A sensor-based approach to linear blur identification for real-time video enhancement

Maria E. Angelopoulou, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2019, IEEE Consumer Electronics Magazine.

Real-time image super resolution using an FPGA

Christos-Savvas Bouganis, Oliver Bowen, C. Bouganis, 2008, 2008 International Conference on Field Programmable Logic and Applications.

fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs pdf

Christos-Savvas Bouganis, Stylianos I. Venieris, C. Bouganis, 2017, ArXiv.

A novel 2D filter design methodology

Christos-Savvas Bouganis, Peter Y. K. Cheung, George A. Constantinides, 2005, 2005 IEEE International Symposium on Circuits and Systems.

An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era

Muhammad Shafique, Faiq Khalid, Muhammad Abdullah Hanif, 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Introduction to the Special Issue ARC’08

Christos-Savvas Bouganis, Roger F. Woods, Pedro C. Diniz, 2009, TRETS.

Communication-Aware MCMC Method for Big Data Applications on FPGAs

Christos-Savvas Bouganis, Shuanglong Liu, C. Bouganis, 2017, 2017 IEEE 25th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

Estimation of neuronal firing rate using Bayesian Adaptive Kernel Smoother (BAKS)

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2017 .

Scaling Up Modulo Scheduling for High-Level Synthesis

Christos-Savvas Bouganis, Vanderlei Bonato, Leandro de Souza Rosa, 2019, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Synthesis of DSP Algorithms from Infinite Precision Specifications

Christos-Savvas Bouganis, George A. Constantinides, 2008 .

Learning to Fly by MySelf: A Self-Supervised CNN-Based Approach for Autonomous Navigation

Christos-Savvas Bouganis, Alexandros Kouris, C. Bouganis, 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Improved Spike-based Brain-Machine Interface Using Bayesian Adaptive Kernel Smoother and Deep Learning

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2020 .

Domain-specific progressive sampling of face images

Christos-Savvas Bouganis, Peter Y. K. Cheung, Jianxiong Liu, 2013, 2013 IEEE Global Conference on Signal and Information Processing.

Variation-Aware Optimisation for Reconfigurable Cyber-Physical Systems

Christos-Savvas Bouganis, Rui Policarpo Duarte, 2016, DoCEIS.

A Throughput-Latency Co-Optimised Cascade of Convolutional Neural Network Classifiers

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2020, 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Tracking performance of a foveated vision system

Christos-Savvas Bouganis, Donald G. Bailey, 2000, 2009 4th International Conference on Autonomous Robots and Agents.

f-CNNx: A Toolflow for Mapping Multiple Convolutional Neural Networks on FPGAs

Christos-Savvas Bouganis, Stylianos I. Venieris, C. Bouganis, 2018, 2018 28th International Conference on Field Programmable Logic and Applications (FPL).

Towards Efficient On-Board Deployment of DNNs on Intelligent Autonomous Systems

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2019, 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

Image progressive acquisition for hardware systems

Christos-Savvas Bouganis, Peter Y. K. Cheung, Jianxiong Liu, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

The DeSyRe project: on-Demand System Reliability (invited paper)

Dhiraj K. Pradhan, Babak Falsafi, Christos-Savvas Bouganis, 2012 .

Estimation of neuronal firing rate using Bayesian Adaptive Kernel Smoother (BAKS)

Christos-Savvas Bouganis, Nur Ahmadi, Timothy G Constandinou, 2017, bioRxiv.

DeSyRe: On-demand system reliability

Dhiraj K. Pradhan, Babak Falsafi, Christos-Savvas Bouganis, 2013, Microprocess. Microsystems.

Multiple light source detection with application to face recognition

Christos-Savvas Bouganis, 2004 .

Impact of referencing scheme on decoding performance of LFP-based brain-machine interface.

Christos-Savvas Bouganis, Nur Ahmadi, Timothy Constandinou, 2020, Journal of neural engineering.

High-level linear projection circuit design optimization framework for FPGAs under over-clocking

Christos-Savvas Bouganis, Rui Policarpo Duarte, 2012, 22nd International Conference on Field Programmable Logic and Applications (FPL).

A Heterogeneous FPGA Architecture for Support Vector Machine Training

Christos-Savvas Bouganis, Markos Papadonikolakis, 2010, 2010 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines.

A Salient Region Detector for GPU Using a Cellular Automata Architecture

Christos-Savvas Bouganis, Peter Y. K. Cheung, Adam Powell, 2010, ICONIP.

Scaling Up Loop Pipelining for High-Level Synthesis: A Non-iterative Approach

Christos-Savvas Bouganis, Vanderlei Bonato, Leandro de Souza Rosa, 2018, 2018 International Conference on Field-Programmable Technology (FPT).

Towards heterogeneous solvers for large-scale linear systems

Christos-Savvas Bouganis, Stylianos I. Venieris, Grigorios Mingas, 2015, 2015 25th International Conference on Field Programmable Logic and Applications (FPL).

Power-Aware FPGA Mapping of Convolutional Neural Networks

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexander Montgomerie-Corcoran, 2019, 2019 International Conference on Field-Programmable Technology (ICFPT).

Spike Rate Estimation Using Bayesian Adaptive Kernel Smoother (BAKS) and Its Application to Brain Machine Interfaces

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Vision-Based Egomotion Estimation on FPGA for Unmanned Aerial Vehicle Navigation

Maria E. Angelopoulou, Christos-Savvas Bouganis, 2014, IEEE Transactions on Circuits and Systems for Video Technology.

A high-performance system-on-chip architecture for direct tracking for SLAM

Christos-Savvas Bouganis, Konstantinos Boikos, C. Bouganis, 2017, 2017 27th International Conference on Field Programmable Logic and Applications (FPL).

Area-driven partial reconfiguration for SEU mitigation on SRAM-based FPGAs

Christos-Savvas Bouganis, Michalis Vavouras, 2016, 2016 International Conference on ReConFigurable Computing and FPGAs (ReConFig).

FPGA-Accelerated Reconstruction of Gene Regulatory Networks.

Christos-Savvas Bouganis, George A. Constantinides, Iosifina Pournara, 2005 .

Word-Length Optimization and Error Analysis of a Multivariate Gaussian Random Number Generator

Christos-Savvas Bouganis, George A. Constantinides, Chalermpol Saiprasert, 2009, ARC.

FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine

Christos-Savvas Bouganis, Mudhar Bin Rabieah, 2016, BigMine.

Exploration of Heterogeneous FPGAs for Mapping Linear Projection Designs

Christos-Savvas Bouganis, Peter Y. K. Cheung, Iosifina Pournara, 2010, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

An Unbiased MCMC FPGA-Based Accelerator in the Land of Custom Precision Arithmetic

Christos-Savvas Bouganis, Shuanglong Liu, Grigorios Mingas, 2017, IEEE Transactions on Computers.

A scalable FPGA architecture for non-linear SVM training

Christos-Savvas Bouganis, Markos Papadonikolakis, 2008, 2008 International Conference on Field-Programmable Technology.

ARC 2014

Christos-Savvas Bouganis, Neil Scicluna, Neil Scicluna, 2015, ACM Trans. Reconfigurable Technol. Syst..

A Custom Precision Based Architecture for Accelerating Parallel Tempering MCMC on FPGAs without Introducing Sampling Error

Christos-Savvas Bouganis, Grigorios Mingas, C. Bouganis, 2012, 2012 IEEE 20th International Symposium on Field-Programmable Custom Computing Machines.

A statistical framework for dimensionality reduction implementation in FPGAs

Christos-Savvas Bouganis, Peter Y. K. Cheung, Iosifina Pournara, 2006, 2006 IEEE International Conference on Field Programmable Technology.

Blur identification with assumption validation for sensor-based video reconstruction and its implementation on field programmable gate array

Maria E. Angelopoulou, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2011, IET Comput. Digit. Tech..

Statistical multiple light source detection

Mike Brookes, Christos-Savvas Bouganis, C. Bouganis, 2007 .

Zero-latency datapath error correction framework for over-clocking DSP applications on FPGAs

Christos-Savvas Bouganis, Rui Policarpo Duarte, 2014, 2014 International Conference on ReConFigurable Computing and FPGAs (ReConFig14).

An exact MCMC accelerator under custom precision regimes

Christos-Savvas Bouganis, Shuanglong Liu, Grigorios Mingas, 2015, 2015 International Conference on Field Programmable Technology (FPT).

High-level power and performance estimation of FPGA-based soft processors and its application to design space exploration

Christos-Savvas Bouganis, Peter Y. K. Cheung, Adam Powell, 2013, J. Syst. Archit..

Cascade^CNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2018, 2018 28th International Conference on Field Programmable Logic and Applications (FPL).

Robust Human Pose Tracking For Realistic Service Robot Applications

Dimitrios Tzovaras, Christos-Savvas Bouganis, Dimitrios Giakoumis, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Heterogeneity exploration for multiple 2D filter designs

Christos-Savvas Bouganis, Peter Y. K. Cheung, George A. Constantinides, 2005, International Conference on Field Programmable Logic and Applications, 2005..

Efficient Realtime FPGA Implementation of the Trace Transform

Christos-Savvas Bouganis, Wayne Luk, Suhaib A. Fahmy, 2006, 2006 International Conference on Field Programmable Logic and Applications.

Mapping Multiple Multivariate Gaussian Random Number Generators on an FPGA

Christos-Savvas Bouganis, George A. Constantinides, Chalermpol Saiprasert, 2010, 2010 International Conference on Field Programmable Logic and Applications.

Real-time hardware acceleration of the trace transform

Christos-Savvas Bouganis, Wayne Luk, Suhaib A. Fahmy, 2007, Journal of Real-Time Image Processing.

An embedded hardware-efficient architecture for real-time cascade Support Vector Machine classification

Christos-Savvas Bouganis, Theocharis Theocharides, Christos Kyrkou, 2013, 2013 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS).

Accelerating Random Forest training process using FPGA

Christos-Savvas Bouganis, Chuan Cheng, C. Bouganis, 2013, 2013 23rd International Conference on Field programmable Logic and Applications.

Latency-driven design for FPGA-based convolutional neural networks

Christos-Savvas Bouganis, Stylianos I. Venieris, C. Bouganis, 2017, 2017 27th International Conference on Field Programmable Logic and Applications (FPL).

Pushing the performance boundary of linear projection designs through device specific optimisations (abstract only)

Christos-Savvas Bouganis, Rui Policarpo Duarte, 2014, FPGA.

Robust and accurate decoding of hand kinematics from entire spiking activity using deep learning

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2020, bioRxiv.

Deploying Deep Neural Networks in the Embedded Space pdf

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2018, ArXiv.

DroNet: Efficient convolutional neural network detector for real-time UAV applications

Christos-Savvas Bouganis, Theocharis Theocharides, Christos Kyrkou, 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

A Unified Framework for Over-Clocking Linear Projections on FPGAs under PVT Variation

Christos-Savvas Bouganis, Rui Policarpo Duarte, 2014, ARC.

Performance comparison of GPU and FPGA architectures for the SVM training problem

Christos-Savvas Bouganis, George Constantinides, Markos Papadonikolakis, 2009, 2009 International Conference on Field-Programmable Technology.

A hybrid ASIC/FPGA fault-tolerant artificial pancreas

Christos-Savvas Bouganis, Rui Policarpo Duarte, Antonino Armato, 2016, 2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS).

CascadeCNN: Pushing the performance limits of quantisation pdf

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2018, ArXiv.

Understanding of Human Behavior with a Robotic Agent Through Daily Activity Analysis

Dimitrios Tzovaras, Christos-Savvas Bouganis, Dimitrios Giakoumis, 2019, Int. J. Soc. Robotics.

fpgaConvNet: A Framework for Mapping Convolutional Neural Networks on FPGAs

Christos-Savvas Bouganis, Stylianos I. Venieris, C. Bouganis, 2016, 2016 IEEE 24th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs

Christos-Savvas Bouganis, Aditya Rajagopal, Stylianos I. Venieris, 2020, ICML.

FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only)

Christos-Savvas Bouganis, Theocharis Theocharides, Christos Kyrkou, 2013, FPGA '13.

On Optimizing the Arithmetic Precision of MCMC Algorithms

Christos-Savvas Bouganis, Grigorios Mingas, Farhan Rahman, 2013, 2013 IEEE 21st Annual International Symposium on Field-Programmable Custom Computing Machines.

ARC 2014 Over-Clocking KLT Designs on FPGAs under Process, Voltage, and Temperature Variation

Christos-Savvas Bouganis, Rui Policarpo Duarte, 2015, ACM Trans. Reconfigurable Technol. Syst..

Novel Cascade FPGA Accelerator for Support Vector Machines Classification

Christos-Savvas Bouganis, Markos Papadonikolakis, Markos Papadonikolakis, 2012, IEEE Transactions on Neural Networks and Learning Systems.

fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs

Christos-Savvas Bouganis, Stylianos I. Venieris, C. Bouganis, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Parallel resampling for particle filters on FPGAs

Christos-Savvas Bouganis, Shuanglong Liu, Grigorios Mingas, 2014, 2014 International Conference on Field-Programmable Technology (FPT).

Design of a Financial Application Driven Multivariate Gaussian Random Number Generator for an FPGA

Christos-Savvas Bouganis, George A. Constantinides, Chalermpol Saiprasert, 2010, ARC.

f-CNN$^{\text{x}}$: A Toolflow for Mapping Multiple Convolutional Neural Networks on FPGAs

Christos-Savvas Bouganis, Stylianos I. Venieris, 2018 .

A Steerable Complex Wavelet Construction and Its Implementation on FPGA

Christos-Savvas Bouganis, Jeffrey Ng, Peter Y. K. Cheung, 2004, FPL.

Particle MCMC algorithms and architectures for accelerating inference in state-space models☆

Christos-Savvas Bouganis, Grigorios Mingas, Leonardo Bottolo, 2017, Int. J. Approx. Reason..

Multiple light source detection

Mike Brookes, Christos-Savvas Bouganis, 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Inferring entire spiking activity from local field potentials

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2020, Scientific Reports.

Decoding Hand Kinematics from Local Field Potentials Using Long Short-Term Memory (LSTM) Network

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

Kernel-based adaptive image sampling

Christos-Savvas Bouganis, Peter Y. K. Cheung, Jianxiong Liu, 2014, 2014 International Conference on Computer Vision Theory and Applications (VISAPP).

End-to-End Hand Kinematic Decoding from LFPs Using Temporal Convolutional Network

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2019, 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Multi-person 3D pose estimation from 3D cloud data using 3D convolutional neural networks

Dimitrios Tzovaras, Christos-Savvas Bouganis, Manolis Vasileiadis, 2019, Comput. Vis. Image Underst..

Population-Based MCMC on Multi-Core CPUs, GPUs and FPGAs

Christos-Savvas Bouganis, Grigorios Mingas, C. Bouganis, 2016, IEEE Transactions on Computers.

Over-clocking of Linear Projection Designs through Device Specific Optimisations

Christos-Savvas Bouganis, Rui Policarpo Duarte, 2014, 2014 IEEE International Parallel & Distributed Processing Symposium Workshops.

Optimising 3D-CNN Design towards Human Pose Estimation on Low Power Devices

Dimitrios Tzovaras, Christos-Savvas Bouganis, Manolis Vasileiadis, 2019, BMVC.

Robust Real-Time Super-Resolution on FPGA and an Application to Video Enhancement

Maria E. Angelopoulou, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2009, TRETS.

Video enhancement on an adaptive image sensor

Maria E. Angelopoulou, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2008, 2008 15th IEEE International Conference on Image Processing.

Efficient Mapping of Dimensionality Reduction Designs onto Heterogeneous FPGAs

Christos-Savvas Bouganis, Peter Y. K. Cheung, I. Pournara, 2007 .

FPGA-based Real-time Super-Resolution on an Adaptive Image Sensor

Maria E. Angelopoulou, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2008, ARC.

FPGA based nonlinear Support Vector Machine training using an ensemble learning

Christos-Savvas Bouganis, Mudhar Bin Rabieah, 2015, 2015 25th International Conference on Field Programmable Logic and Applications (FPL).

Caffe Barista: Brewing Caffe with FPGAs in the Training Loop

Christos-Savvas Bouganis, Aditya Rajagopal, Stylianos I. Venieris, 2020, 2020 30th International Conference on Field-Programmable Logic and Applications (FPL).

Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines

Marios M. Polycarpou, Christos-Savvas Bouganis, Theocharis Theocharides, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Parallel Tempering MCMC Acceleration Using Reconfigurable Hardware

Christos-Savvas Bouganis, Grigorios Mingas, C. Bouganis, 2012, ARC.

DeSyRe: On-Demand Adaptive and Reconfigurable Fault-Tolerant SoCs

Dhiraj K. Pradhan, Babak Falsafi, Christos-Savvas Bouganis, 2014, ARC.

Class-based Multiple Light Detection: An Application to Faces

Mike Brookes, Christos-Savvas Bouganis, 2003, BMVC.

An FPGA implementation of the simplex algorithm

Christos-Savvas Bouganis, Wayne Luk, George A. Constantinides, 2006, 2006 IEEE International Conference on Field Programmable Technology.

Towards a Distributed, Chronically-Implantable Neural Interface

Timothy G. Constandinou, Christos-Savvas Bouganis, Michal Maslik, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

A Run-Time Adaptive FPGA Architecture for Monte Carlo Simulations

Christos-Savvas Bouganis, Xiang Tian, 2011, 2011 21st International Conference on Field Programmable Logic and Applications.

Face hallucination revisited: A joint framework

Christos-Savvas Bouganis, Yonggang Jin, C. Bouganis, 2013, 2013 IEEE International Conference on Image Processing.

Implementation of a foveal vision mapping

Christos-Savvas Bouganis, Donald G. Bailey, 2009, 2009 International Conference on Field-Programmable Technology.

CascadeCNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2018 .

FPGA-Based Parallel DBSCAN Architecture

Christos-Savvas Bouganis, Neil Scicluna, C. Bouganis, 2014, ARC.

A Spatiotemporal Saliency Framework

Yang Liu, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2006, 2006 International Conference on Image Processing.

Accelerated Approximate Nearest Neighbors Search Through Hierarchical Product Quantization

Christos-Savvas Bouganis, George A. Constantinides, Ameer M. S. Abdelhadi, 2019, 2019 International Conference on Field-Programmable Technology (ICFPT).

Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications

Marios M. Polycarpou, Christos-Savvas Bouganis, Theocharis Theocharides, 2017, International Journal of Parallel Programming.

Memory optimisation for hardware induction of axis-parallel decision tree

Christos-Savvas Bouganis, Chuan Cheng, C. Bouganis, 2014, 2014 International Conference on ReConFigurable Computing and FPGAs (ReConFig14).

Approximate FPGA-based LSTMs under Computation Time Constraints pdf

Christos-Savvas Bouganis, Stylianos I. Venieris, Alexandros Kouris, 2018, ARC.

A hardware-efficient architecture for embedded real-time cascaded support vector machines classification

Christos-Savvas Bouganis, Theocharis Theocharides, Christos Kyrkou, 2013, GLSVLSI '13.

Efficient Mapping of a Kalman Filter into an FPGA using Taylor Expansion

Yang Liu, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2007, 2007 International Conference on Field Programmable Logic and Applications.

Hardware Efficient Architectures for Eigenvalue Computation

Yang Liu, Christos-Savvas Bouganis, Philip Heng Wai Leong, 2006, Proceedings of the Design Automation & Test in Europe Conference.

Real-Time Servo Press Force Estimation Based on Dual Particle Filter

Christos-Savvas Bouganis, Aitzol Iturrospe, Jon Olaizola, 2020, IEEE Transactions on Industrial Electronics.

A Parameterisable FPGA-Tailored Architecture for YOLOv3-Tiny

Christos-Savvas Bouganis, Zhewen Yu, C. Bouganis, 2020, ARC.

Efficient Mapping of Dimensionality Reduction Designs onto Heterogeneous FPGAs

Christos-Savvas Bouganis, Peter Y. K. Cheung, Iosifina Pournara, 2007, 15th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2007).

Multivariate Gaussian Random Number Generator Targeting Specific Resource Utilization in an FPGA

Christos-Savvas Bouganis, George A. Constantinides, Chalermpol Saiprasert, 2008, ARC.

Semi-dense SLAM on an FPGA SoC

Christos-Savvas Bouganis, Konstantinos Boikos, C. Bouganis, 2016, 2016 26th International Conference on Field Programmable Logic and Applications (FPL).

Impact of referencing scheme on decoding performance of LFP-based brain-machine interface

Timothy G. Constandinou, Christos-Savvas Bouganis, Nur Ahmadi, 2020, bioRxiv.

A novel 2D filter design methodology for heterogeneous devices

Christos-Savvas Bouganis, Peter Y. K. Cheung, George A. Constantinides, 2005, 13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'05).

Guest editorial: Workshop on Reconfigurable Computing

Christos-Savvas Bouganis, Ioannis Sourdis, Miquel Pericàs, 2013, J. Syst. Archit..

An FPGA-based object detector with dynamic workload balancing

Christos-Savvas Bouganis, Chuan Cheng, 2011, 2011 International Conference on Field-Programmable Technology.

Efficient FPGA mapping of Gilbert’s algorithm for SVM training on large-scale classification problems

Christos-Savvas Bouganis, Markos Papadonikolakis, 2008, 2008 International Conference on Field Programmable Logic and Applications.

An Optimized Hardware Architecture of a Multivariate Gaussian Random Number Generator

Christos-Savvas Bouganis, George A. Constantinides, Chalermpol Saiprasert, 2010, TRETS.

Robust multi-image based blind face hallucination

Christos-Savvas Bouganis, Yonggang Jin, C. Bouganis, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

FPGA-Accelerated Pre-Attentive Segmentation in Primary Visual Cortex

Christos-Savvas Bouganis, Peter Y. K. Cheung, Zhaoping Li, 2006, 2006 International Conference on Field Programmable Logic and Applications.

GPU Versus FPGA for High Productivity Computing

Christos-Savvas Bouganis, Peter Y. K. Cheung, Adam Powell, 2010, 2010 International Conference on Field Programmable Logic and Applications.

The DeSyRe Project: On-Demand System Reliability

Dhiraj K. Pradhan, Babak Falsafi, Christos-Savvas Bouganis, 2012, 2012 15th Euromicro Conference on Digital System Design.

Special issue on applied reconfigurable computing

Christos-Savvas Bouganis, Marek Gorgon, Vanderlei Bonato, 2017, Microprocess. Microsystems.

Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset

Christos-Savvas Bouganis, Christos Kyrkou, Alexandros Kouris, 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Hardware architectures for eigenvalue computation of real symmetric matrices

Yang Liu, Christos-Savvas Bouganis, Peter Y. K. Cheung, 2009, IET Comput. Digit. Tech..

Vision Sensor with an Active Digital Fovea

Christos-Savvas Bouganis, Donald G. Bailey, 2009 .

POMMEL: Exploring Off-Chip Memory Energy & Power Consumption in Convolutional Neural Network Accelerators

Christos-Savvas Bouganis, Alexander Montgomerie-Corcoran, C. Bouganis, 2021, 2021 24th Euromicro Conference on Digital System Design (DSD).

DEF: Differential Encoding of Featuremaps for Low Power Convolutional Neural Network Accelerators

Christos-Savvas Bouganis, Alexander Montgomerie-Corcoran, C. Bouganis, 2021, 2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC).

Class-specific early exit design methodology for convolutional neural networks

Christos-Savvas Bouganis, Vanderlei Bonato, C. Bouganis, 2021, Appl. Soft Comput..

SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures pdf

Christos-Savvas Bouganis, Alexander Montgomerie-Corcoran, Zhewen Yu, 2021, ArXiv.

Performance landscape of resource-constrained platforms targeting DNNs pdf

Christos-Savvas Bouganis, Dionisios Pnevmatikatos, Panagiotis Miliadis, 2021, ArXiv.

perf4sight: A toolflow to model CNN training performance on Edge GPUs

Christos-Savvas Bouganis, Aditya Rajagopal, C. Bouganis, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

Learning Boolean Circuits from Examples for Approximate Logic Synthesis

Christos-Savvas Bouganis, George A. Constantinides, Sina Boroumand, 2021, 2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC).