David Moloney

According to our database, David Moloney authored at least 51 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Hardware-aware, deep-learning approaches for image denoising and star detection for star tracker sensor.

Besma Guesmi, David Moloney

Proceedings of the 10th International Conference on Control, 2024

EoFNets: EyeonFlare Networks to predict solar flare using Temporal Convolutional Network (TCN).

Besma Guesmi, Jinen Daghrir, David Moloney, Carlos Urbina Ortega, Gianluca Furano, Giuseppe Mandorlo, Elena Hervas-Martin, José Luis Espinosa-Aranda

Proceedings of the 10th International Conference on Control, 2024

2021

Improving Performance-Power-Programmability in Space Avionics with Edge Devices: VBN on Myriad2 SoC.

Vasileios Leon, George Lentaris, Evangelos Petrongonas, Dimitrios Soudris, Gianluca Furano, Antonis Tavoularis, David Moloney

ACM Trans. Embed. Comput. Syst., 2021

Leveraging Deep Learning for Visual Odometry Using Optical Flow.

Tejas Pandey, Dexmont Peña, Jonathan Byrne, David Moloney

Sensors, 2021

2020

Tree Annotations in LiDAR Data Using Point Densities and Convolutional Neural Networks.

Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin

IEEE Trans. Geosci. Remote. Sens., 2020

Efficient Star Identification Using a Neural Network.

David Rijlaarsdam, Hamza Yous, Jonathan Byrne, Davide Oddenino, Gianluca Furano, David Moloney

Sensors, 2020

A Survey of Lost-in-Space Star Identification Algorithms Since 2009.

David Rijlaarsdam, Hamza Yous, Jonathan Byrne, Davide Oddenino, Gianluca Furano, David Moloney

Sensors, 2020

1.2 Watt Classification of 3D Voxel Based Point-clouds using a CNN on a Neural Compute Stick.

Xiaofan Xu, Sam Caulfield, Joao Amaro, Gabriel Falcão, David Moloney

Neurocomputing, 2020

A Ray-Casting Accelerator in 10nm CMOS for Efficient 3D Scene Reconstruction in Edge Robotics and Augmented Reality Applications.

Monodeep Kar, Amit Agarwal, Steven Hsu, David Moloney, Gregory K. Chen, Raghavan Kumar, Huseyin Sumbul, Phil C. Knag, Mark A. Anders, Himanshu Kaul, Jonathan Byrne, Luca Sarti, Ram Krishnamurthy, Vivek De

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

2019

Size/Accuracy Trade-Off in Convolutional Neural Networks: An Evolutionary Approach.

Tomaso Cetto, Jonathan Byrne, Xiaofan Xu, David Moloney

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

2018

Smart Doll: Emotion Recognition Using Embedded Deep Learning.

José Luis Espinosa-Aranda, Noelia Vállez, Jose M. Rico-Saavedra, Javier Parra-Patino, Gloria Bueno García, Matteo Sorci, David Moloney, Dexmont Peña, Oscar Déniz-Suárez

Symmetry, 2018

It All Matters: Reporting Accuracy, Inference Time and Power Consumption for Face Emotion Recognition on Embedded Systems.

Jelena Milosevic, Dexmont Peña, Andrew Forembsky, David Moloney, Miroslaw Malek

CoRR, 2018

Exploring the Vision Processing Unit as Co-Processor for Inference.

Sergio Rivas-Gomez, Antonio J. Peña, David Moloney, Erwin Laure, Stefano Markidis

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Automatic Tree Annotation in LiDAR Data.

Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin

Proceedings of the 4th International Conference on Geographical Information Systems Theory, 2018

VOLA: A Compact Volumetric Format for 3D Mapping and Embedded Systems.

Jonathan Byrne, Léonie Buckley, Sam Caulfield, David Moloney

Proceedings of the 4th International Conference on Geographical Information Systems Theory, 2018

Investigating the Use of Primes in Hashing for Volumetric Data.

Léonie Buckley, Jonathan Byrne, David Moloney

Proceedings of the 4th International Conference on Geographical Information Systems Theory, 2018

Digital Scene Augmentation Techniques for Generating Photo-Realistic Virtual Crowds.

Kevin Lee, Anton Shmatov, Jonathan Byrne, David Moloney

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

Investigating the Impact of Suboptimal Hashing Functions.

Léonie Buckley, Jonathan Byrne, David Moloney

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

Efficient winograd-based convolution kernel implementation on edge devices.

Athanasios Xygkis, Lazaros Papadopoulos, David Moloney, Dimitrios Soudris, Sofiane Yous

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Eyes of Things.

Oscar Déniz-Suárez, Noelia Vállez, José Luis Espinosa-Aranda, Jose M. Rico-Saavedra, Javier Parra-Patino, Gloria Bueno García, David Moloney, Alireza Dehghani, Aubrey K. Dunne, Alain Pagani, Stephan Krauß, Ruben Reiser, Martin Waeny, Matteo Sorci, Tim Llewellynn, Christian Fedorczak, Thierry Larmoire, Marco Herbst, Andre Seirafi, Kasra Seirafi

Sensors, 2017

Face detection speed improvement using bitmap-based Histogram of Oriented gradien.

Alireza Dehghani, David Moloney, Xiaofan Xu

Proceedings of the International Conference on Systems, Signals and Image Processing, 2017

Fully convolutional denoising autoencoder for 3D scene reconstruction from a single depth image.

Alessandro Palla, David Moloney, Luca Fanucci

Proceedings of the 4th International Conference on Systems and Informatics, 2017

Evaluation of synthetic data for deep learning stereo depth algorithms on embedded platforms.

Kevin Lee, David Moloney

Proceedings of the 4th International Conference on Systems and Informatics, 2017

Classify 3D voxel based point-cloud using convolutional neural network on a neural compute stick.

Xiaofan Xu, Joao Amaro, Sam Caulfield, Gabriel Falcão, David Moloney

Proceedings of the 13th International Conference on Natural Computation, 2017

Applications of the VOLA format for 3D data knowledge discovery.

Jonathan Byrne, Sam Caulfield, Léonie Buckley, Xiaofan Xu, Dexmont Peña, Gary Baugh, David Moloney

Proceedings of the 13th International Conference on Natural Computation, 2017

Scene Reconstruction from a Single Depth Image Using 3D CNN.

Alessandro Palla, David Moloney, Luca Fanucci

Proceedings of the 2017 International Conference on Computational Biology and Bioinformatics, 2017

Eyes of Things.

Noelia Vállez, José Luis Espinosa-Aranda, Jose M. Rico-Saavedra, Javier Parra-Patino, Oscar Déniz, Alain Pagani, Stephan Krauß, Ruben Reiser, Didier Stricker, David Moloney, Alireza Dehghani, Aubrey K. Dunne, Dexmont Peña, Martin Waeny, Pedro Santos, Matteo Sorci, Tim Llewellynn, Christian Fedorczak, Thierry Larmoire, Elodie Roche, Marco Herbst, Andre Seirafi, Kasra Seirafi

Proceedings of the 2017 IEEE International Conference on Cloud Engineering, 2017

Convolutional neural network on neural compute stick for voxelized point-clouds classification.

Xiaofan Xu, Joao Amaro, Sam Caulfield, Andrew Forembski, Gabriel Falcão, David Moloney

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016

Convolutional Neural Network for 3D object recognition using volumetric representation.

Xiaofan Xu, Alireza Dehghani, David Corrigan, Sam Caulfield, David Moloney

Proceedings of the First International Workshop on Sensing, 2016

Object recognition speed improvement using BITMAP-HoG.

Alireza Dehghani, David Moloney, Ivan Griffin

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Passive dense stereo vision on the Myriad2 VPU.

Luca Puglia, Mircea Ionica, Giancarlo Raiconi, David Moloney

Proceedings of the 2016 IEEE Hot Chips 28 Symposium (HCS), 2016

Embedded deep neural networks: "The cost of everything and the value of nothing".

David Moloney

Proceedings of the 2016 IEEE Hot Chips 28 Symposium (HCS), 2016

HW acceleration for volumetric applications.

David Moloney

Proceedings of the 2016 IEEE Hot Chips 28 Symposium (HCS), 2016

MvEcho.

Léonie Buckley, Sam Caulfield, David Moloney

Proceedings of the 2016 IEEE Hot Chips 28 Symposium (HCS), 2016

MvEcho - acoustic response modelling for auralisation.

Léonie Buckley, Sam Caulfield, David Moloney

Proceedings of the 2016 IEEE Hot Chips 28 Symposium (HCS), 2016

3D Object Recognition Based on Volumetric Representation Using Convolutional Neural Networks.

Xiaofan Xu, David Corrigan, Alireza Dehghani, Sam Caulfield, David Moloney

Proceedings of the Articulated Motion and Deformable Objects, 2016

2015

Always-on Vision Processing Unit for Mobile Applications.

Brendan Barry, Cormac Brick, Fergal Connor, David Donohoe, David Moloney, Richard Richmond, Martin J. O'Riordan, Vasile Toma

IEEE Micro, 2015

A Vision for the Future [Soapbox].

David Moloney, Oscar Déniz-Suárez

IEEE Consumer Electron. Mag., 2015

Mixed-length SIMD code generation for VLIW architectures with multiple native vector-widths.

Erkan Diken, Martin J. O'Riordan, Roel Jordans, Lech Józwiak, Henk Corporaal, David Moloney

Proceedings of the 26th IEEE International Conference on Application-specific Systems, 2015

2014

An improved interest point matching algorithm for human body tracking.

Alireza Dehghani, Alistair Sutherland, David Moloney, Dexmont Peña

Proceedings of the International Image Processing, 2014

Precision refinement for media-processor SoCs: fp32 -> fp64 on myriad.

Tomasz Szydzik, David Moloney

Proceedings of the 2014 IEEE Hot Chips 26 Symposium (HCS), 2014

Level-3 BLAS on myriad multi-core media-processor SoC.

Tomasz Szydzik, Marius Farcas, Valeriu Ohan, David Moloney

Proceedings of the 2014 IEEE Hot Chips 26 Symposium (HCS), 2014

Myriad 2: Eye of the computational vision storm.

David Moloney, Brendan Barry, Richard Richmond, Fergal Connor, Cormac Brick, David Donohoe

Proceedings of the 2014 IEEE Hot Chips 26 Symposium (HCS), 2014

2011

PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems.

Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Uwe Dolinsky, Cédric Augonnet, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Vitaly Osipov

IEEE Micro, 2011

The PEPPHER Approach to Programmability and Performance Portability for Heterogeneous many-core Architectures.

Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Andrew Richards, Raymond Namyst, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Peter Sanders

Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

1TOPS/W software programmable media processor.

David Moloney

Proceedings of the 2011 IEEE Hot Chips 23 Symposium (HCS), 2011

2007

FPGA based Sparse Matrix Vector Multiplication using Commodity DRAM Memory.

David Gregg, Colm McSweeney, Ciarán McElroy, Fergal Connor, Séamas McGettrick, David Moloney, Dermot Geraghty

Proceedings of the FPL 2007, 2007

2005

Streaming Sparse Matrix Compression/Decompression.

David Moloney, Dermot Geraghty, Colm McSweeney, Ciarán McElroy

Proceedings of the High Performance Embedded Architectures and Compilers, 2005

2000

Aliasing-Free Space and Time Compactions with Limited Overhead.

Jin Ding, David Moloney, Xiaojun Wang

Proceedings of the 1st International Symposium on Quality of Electronic Design (ISQED 2000), 2000

1998

Low-power 200-Msps, area-efficient, five-tap programmable FIR filter [in BiCMOS].

David Moloney, Jerry O'Brien, Eugene O'Rourke, Francesco Brianti

IEEE J. Solid State Circuits, 1998

1995

A single-chip 9-32 mb/s read/write channel for disk-drive applications.

Maurizio Zuffada, Roberto Alini, Paolo Colletti, Marco Demicheli, Marco Gregori, David Moloney, Salvatore Portaluri, Fabrizio Sacchi, Sadik O. Arf, Vincent Condito, Rinaldo Castello

IEEE J. Solid State Circuits, June, 1995