Tom Vander Aa

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 25

Top Topics

Virtual Screening

Matrix Factorization

Parallel Implementation

Machine Learning

Top Venues

BNAIC/BENELEARN

SpringSim (HPS)

Publications

Tom Vander Aa, Tom Haber, Thomas J. Ashby, Roel Wuyts, Wilfried Verachtert
Virtual Screening on FPGA: Performance and Energy versus Effort. CoRR (2022)
Imen Chakroun, Tom Vander Aa, Roel Wuyts, Wilfried Verarcht
Privacy-Preserving Multi-Party Machine Learning for Object Detection. GCAIoT (2021)
Imen Chakroun, Tom Vander Aa, Roel Wuyts, Wilfried Verachtert
Distributing intelligence for object detection using edge computing. CLOUD (2021)
Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication. ICCS (6) (2020)
Noé Sturm, Andreas Mayr, Thanh Le Van, Vladimir I. Chupakhin, Hugo Ceulemans, Jörg K. Wegner, José Felipe Golib Dzib, Nina Jeliazkova, Yves Vandriessche, Stanislav Böhm, Vojtech Cima, Jan Martinovic, Nigel Greene, Tom Vander Aa, Thomas J. Ashby, Sepp Hochreiter, Ola Engkvist, Günter Klambauer, Hongming Chen
Industry-scale application and evaluation of deep learning for drug target prediction. J. Cheminformatics 12 (1) (2020)
Imen Chakroun, Tom Vander Aa, Thomas J. Ashby
Guidelines for enhancing data locality in selected machine learning algorithms. CoRR (2020)
Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication. CoRR (2020)
Tom Vander Aa, Imen Chakroun, Thomas J. Ashby
SMURFF: a High-Performance Framework for Matrix Factorization. CoRR (2019)
Tom Vander Aa, Tom Ashby, Roel Wuyts
Virtual Screening on FPGA. BNAIC/BENELEARN (2019)
Imen Chakroun, Tom Vander Aa, Tom Ashby
Reviewing Data Access Patterns and Computational Redundancy for Machine Learning Algorithms. CoRR (2019)
Tom Vander Aa, Imen Chakroun, Tom Ashby, Jaak Simm, Adam Arany, Yves Moreau, Thanh Le Van, José Felipe Golib Dzib, Jörg K. Wegner, Vladimir I. Chupakhin, Hugo Ceulemans, Roel Wuyts, Wilfried Verachtert
SMURFF: A High-Performance Framework for Matrix Factorization Methods. BNAIC/BENELEARN (2019)
Tom Vander Aa, Imen Chakroun, Thomas J. Ashby
SMURFF: a High-Performance Framework for Matrix Factorization. AICAS (2019)
Imen Chakroun, Tom Vander Aa, Tom Ashby
Guidelines for enhancing data locality in selected machine learning algorithms. Intell. Data Anal. 23 (5) (2019)
Imen Chakroun, Tom Vander Aa, Thomas J. Ashby
Cache-efficient Gradient Descent Algorithm. ESANN (2018)
Imen Chakroun, Tom Vander Aa, Bruno De Fraine, Tom Haber, Pascal Costanza, Roel Wuyts
A high-level library for multidimensional arrays programming in computational science. Concurr. Comput. Pract. Exp. 30 (7) (2018)
Vojtech Cima, Stanislav Böhm, Jan Martinovic, Jiri Dvorský, Katerina Janurová, Tom Vander Aa, Thomas J. Ashby, Vladimir I. Chupakhin
HyperLoom: A Platform for Defining and Executing Scientific Pipelines in Distributed Environments. PARMA-DITAM@HiPEAC (2018)
Imen Chakroun, Tom Vander Aa, Tom Ashby
Enhancing Machine Learning Optimization Algorithms by Leveraging Memory Caching (Research Poster). HPCS (2018)
Tom Vander Aa, Imen Chakroun, Tom Haber
Distributed Matrix Factorization using Asynchrounous Communication. CoRR (2017)
Tom Vander Aa, Imen Chakroun, Tom Haber
Distributed Bayesian Probabilistic Matrix Factorization. CoRR (2017)
Tom Vander Aa, Imen Chakroun, Tom Haber
Distributed Bayesian Probabilistic Matrix Factorization. ICCS (2017)
Imen Chakroun, Tom Haber, Tom Vander Aa, Thomas Kovac
Exploring Parallel Implementations of the Bayesian Probabilistic Matrix Factorization. PDP (2016)
Estefania Serrano, Tom Vander Aa, Roel Wuyts, Francisco Javier García Blas, Jesús Carretero, Mónica Abella
Exploring a Distributed Iterative Reconstructor Based on Split Bregman Using PETSc. ICA3PP Workshops (2016)
Tom Vander Aa, Imen Chakroun, Tom Haber
Distributed Bayesian Probabilistic Matrix Factorization. CLUSTER (2016)
Imen Chakroun, Tom Vander Aa, Bruno De Fraine, Tom Haber, Roel Wuyts, Wolfgang De Meuter
ExaShark: a scalable hybrid array kit for exascale simulation. SpringSim (HPS) (2015)
Namita Sharma, Preeti Ranjan Panda, Francky Catthoor, Praveen Raghavan, Tom Vander Aa
Array Interleaving - An Energy-Efficient Data Layout Transformation. ACM Trans. Design Autom. Electr. Syst. 20 (3) (2015)
Wim Meeus, Tom Vander Aa, Praveen Raghavan, Dirk Stroobandt
Hard versus Soft Software Defined Radio. VLSI Design (2014)
Namita Sharma, Tom Vander Aa, Prashant Agrawal, Praveen Raghavan, Preeti Ranjan Panda, Francky Catthoor
Data memory optimization in LTE downlink. ICASSP (2013)
Martin Palkovic, Peter Debacker, Prabhat Avasare, Steven Dupont, Tom Vander Aa
Power Estimation at Different Abstraction Levels for Wireless Baseband Processors. J. Low Power Electron. 8 (5) (2012)
Tom Vander Aa, Panagiotis Theocharis
Hands-on tutorial: coarse-grained reconfigurable architectures - compilation and exploration. CODES+ISSS (2012)
Tom Vander Aa, Martin Palkovic, Matthias Hartmann, Praveen Raghavan, Antoine Dejonghe, Liesbet Van der Perre
A multi-threaded coarse-grained array processor for wireless baseband. SASP (2011)
Hideki Yamada, Toshiyuki Yamagishi, Tomoya Suzuki, Kuniaki Ito, Koji Horisaki, Tom Vander Aa, Toshio Fujisawa, Liesbet Van der Perre, Yasuo Unekawa
A multimodal wireless baseband core using a coarse-grained dynamic reconfigurable processor. COOL Chips (2011)
Tomoya Suzuki, Hideki Yamada, Toshiyuki Yamagishi, Daisuke Takeda, Koji Horisaki, Tom Vander Aa, Toshio Fujisawa, Liesbet Van der Perre, Yasuo Unekawa
High-Throughput, Low-Power Software-Defined Radio Using Reconfigurable Processors. IEEE Micro 31 (6) (2011)
Prashant Agrawal, Robert Fasthuber, Praveen Raghavan, Tom Vander Aa, Ubaid Ahmad, Liesbet Van der Perre, Francky Catthoor
High level analysis of trade-offs across different partitioning schemes for wireless applications. SiPS (2011)
Tom Vander Aa, Praveen Raghavan, Scott A. Mahlke, Bjorn De Sutter, Aviral Shrivastava, Frank Hannig
Compilation techniques for CGRAs: exploring all parallelization approaches. CODES+ISSS (2010)
Jeroen Declerck, Praveen Raghavan, Frederik Naessens, Tom Vander Aa, Lieven Hollevoet, Antoine Dejonghe, Liesbet Van der Perre
SDR platform for 802.11n and 3-GPP LTE. ICSAMOS (2010)
Bjorn De Sutter, Osman Allam, Praveen Raghavan, Roeland Vandebriel, Hans Cappelle, Tom Vander Aa, Bingfeng Mei
An Efficient Memory Organization for High-ILP Inner Modem Baseband SDR Processors. J. Signal Process. Syst. 61 (2) (2010)
Oscar Gustafsson, Kiarash Amiri, Dennis Andersson, Anton Blad, Christian Bonnet, Joseph R. Cavallaro, Jeroen Declerck, Antoine Dejonghe, Patrik Eliardsson, Miguel Glassee, Aawatif Hayar, Lieven Hollevoet, Christopher Hunter, Madhura Joshi, Florian Kaltenberger, Raymond Knopp, Khanh Le, Zoran Miljanic, Patrick Murphy, Frederik Naessens, Navid Nikaein, Dominique Nussbaum, Renaud Pacalet, Praveen Raghavan, Ashutosh Sabharwal, Onkar Sarode, Predrag Spasojevic, Yang Sun, Hugo M. Tullberg, Tom Vander Aa, Liesbet Van der Perre, Michelle Wetterwald, Michael Wu
Architectures for cognitive radio testbeds and demonstrators - An overview. CrownCom (2010)
Matthias Hartmann, Vasileios (Vassilis) Pantazis, Tom Vander Aa, Mladen Berekovic, Christian Hochberger
Still Image Processing on Coarse-Grained Reconfigurable Array Architectures. J. Signal Process. Syst. 60 (2) (2010)
Mladen Berekovic, Frank Bouwens, Tom Vander Aa, Diederik Verkest
Interconnect Power Analysis for a Coarse-Grained Reconfigurable Array Processor. PATMOS (2008)
Bjorn De Sutter, Paul Coene, Tom Vander Aa, Bingfeng Mei
Placement-and-routing-based register allocation for coarse-grained reconfigurable arrays. LCTES (2008)
Andres Garcia, Mladen Berekovic, Tom Vander Aa
Mapping of the AES cryptographic algorithm on a Coarse-Grain reconfigurable array processor. ASAP (2008)
Bingfeng Mei, Bjorn De Sutter, Tom Vander Aa, M. Wouters, Andreas Kanstein, Steven Dupont
Implementation of a Coarse-Grained Reconfigurable Media Processor for AVC Decoder. J. Signal Process. Syst. 51 (3) (2008)
Matthias Hartmann, Vasileios (Vassilis) Pantazis, Tom Vander Aa, Mladen Berekovic, Christian Hochberger, Bjorn De Sutter
Still Image Processing on Coarse-Grained Reconfigurable Array Architectures. ESTIMedia (2007)
Tom Vander Aa, Bingfeng Mei, Bjorn De Sutter
A backtracking instruction scheduler using predicate-based code hoisting to fill delay slots. CASES (2007)
Bjorn De Sutter, Bingfeng Mei, T. Andrei Bartic, Tom Vander Aa, Mladen Berekovic, Jean-Yves Mignolet, Kris Croes, Paul Coene, Miro Cupac, Aïssa Couvreur, Andy Folens, Steven Dupont, Bert Van Thielen, Andreas Kanstein, Hong-Seok Kim, Sukjin Kim
Hardware and a Tool Chain for ADRES. ARC (2006)
Tom Vander Aa, Murali Jayapala, Henk Corporaal, Francky Catthoor, Geert Deconinck
Instruction Transfer And Storage Exploration for Low Energy VLIWs. SiPS (2006)
Tom Vander Aa, Murali Jayapala, Francisco Barat, Geert Deconinck, Rudy Lauwereins, Henk Corporaal, Francky Catthoor
Instruction buffering exploration for low energy embedded processors. J. Embed. Comput. 1 (3) (2005)
Andy Lambrechts, Praveen Raghavan, Anthony Leroy, Guillermo Talavera, Tom Vander Aa, Murali Jayapala, Francky Catthoor, Diederik Verkest, Geert Deconinck, Henk Corporaal, Frédéric Robert, Jordi Carrabina
Power Breakdown Analysis for a Heterogeneous NoC Platform Running a Video Application. ASAP (2005)
Tom Vander Aa, Francky Catthoor, Henk Corporaal, Geert Deconinck
Combining Data and Instruction Memory Energy Optimizations for Embedded Applications. ESTIMedia (2005)
Murali Jayapala, Francisco Barat, Tom Vander Aa, Francky Catthoor, Henk Corporaal, Geert Deconinck
Clustered Loop Buffer Organization for Low Energy VLIW Embedded Processors. IEEE Trans. Computers 54 (6) (2005)
Murali Jayapala, Tom Vander Aa, Francisco Barat, Francky Catthoor, Henk Corporaal, Geert Deconinck
L0 Cluster Synthesis and Operation Shuffling. PATMOS (2004)
Murali Jayapala, Tom Vander Aa, Francisco Barat, Geert Deconinck, Francky Catthoor, Henk Corporaal
L0 buffer energy optimization through scheduling and exploration. SAC (2004)
Andy Lambrechts, Tom Vander Aa, Murali Jayapala, Guillermo Talavera, Anthony Leroy, Adelina Shickova, Francisco Barat, Bingfeng Mei, Francky Catthoor, Diederik Verkest, Geert Deconinck, Henk Corporaal, Frédéric Robert, Jordi Carrabina Bordoll
Design Style Case Study for Embedded Multi Media Compute Nodes. RTSS (2004)
Tom Vander Aa, Murali Jayapala, Francisco Barat, Geert Deconinck, Rudy Lauwereins, Francky Catthoor, Henk Corporaal
Instruction buffering exploration for low energy VLIWs with instruction clusters. ASP-DAC (2004)
Francisco Barat, Murali Jayapala, Tom Vander Aa, Rudy Lauwereins, Geert Deconinck, Henk Corporaal
Low Power Coarse-Grained Reconfigurable Instruction Set Processor. FPL (2003)
Tom Vander Aa, Murali Jayapala, Francisco Barat, Geert Deconinck, Rudy Lauwereins, Henk Corporaal, Francky Catthoor
Instruction Buffering Exploration for Low Energy Embedded Processors. PATMOS (2003)