Publications

The following papers about AURA and applications of AURA are available. Most are available in Portable Document Format (PDF) for downloading where copyright allows this.

Also of interest may be the ACAG publication list.

• Stefan Klinger, Jim Austin, "Weighted Superstructures for Chemical Similarity", Kaohsiung, Taiwan, October 08-11, 2006, 9th Joint Conference on Information Sciences, | PDF download | View/Edit
• Jim Austin, R Davis, M Fletcher, T Jackson, M Jessop, B Liang, A Pasley, "DAME: Searching Large Data Sets Within a Grid-Enabled EngineeringApplication.", Proceedings of the IEEE - Special Issue on Grid Computing, 2005, pp. 496-509, Vol. 93, No. 3, ISBN 0018-9219, published by IEEE | PDF download | View/Edit
• Jim Austin, R Davis, M Fletcher, T Jackson, M Jessop, B Liang, A Pasley, "DAME: Searching Large Data Sets Within a Grid-Enabled EngineeringApplication.", Proceedings of the IEEE - Special Issue on Grid Computing, 2005, pp. 496-509, Vol. 93, No. 3, ISBN 0018-9219, published by IEEE | PDF download | View/Edit
• Stefan Klinger, Jim Austin,, "A Neural Supergraph Matching Architecture", Montreal, Canada, July 31- August 04, 2005, International Joint Conference on Neural Networks (IJCNN), | PDF download | View/Edit
• Stefan Klinger, Jim Austin, "Chemical Similarity Searching using a Neural Graph Matcher", Bruges, Belgium, April 27-29, 2005 , Jim Austin 13th European Symposium On Artificial Neural Networks, | PDF download | View/Edit
• Tom Jackson, Mark Jessop, Andy Pasley, Jim Austin, "Searching Against Distributed Data Using a Web Service Architecture", North Carolina USA, July, 2005, Challenges of Large Applications in Distributed Environments (CLADE), | View/Edit
• M Freeman, Jim Austin, "Designing a Binary Neural Network Co-processor", Portugal, August 30 - September 03, 2005, 8th Euromicro Conference on Digital System Design, | View/Edit
• S Klinger, Jim Austin,, "Cellular Associative Neural Networks (CANN)", Victoria, Canada, May 08, 2005, Correlation Learning Workshop, 18th Canadian Conference on Artificial Intelligence, | View/Edit
• M Jessop, A Pasley, Jim Austin,, "A Scalable Service Architecture for Distributed Search", Nottingham, UK, September 19-22, 2005, All Hands Meeting, | View/Edit
• B Liang, J Austin, "A Neural Network for Mining Large Volumes of Time Series Data”,", City University of Hong Kong, China, December 15-18, 2005 , IEEE International Conference on Industrial Technology: ICIT2005, | External link | View/Edit
• Michael Weeks, Michael Freeman, Anthony Moulds, Jim Austin, "Developing Hardware-Based Applications Using PRESENCE-2", IEE, Savoy Place, London, October 25, 2005, Perspectives in Pervasive Computing, | View/Edit
• Michael Freeman, Michael Weeks, Jim Austin, "Hardware Implementation of Similarity Functions", Algarve, Portugal, February 22-25, 2005, IADIS International Conference on Applied Computing 2005, AC2005, | View/Edit
• Victoria Hodge, Jim Austin, "A Binary Neural k-Nearest Neighbour Technique", Knowledge and Information Systems, pp. 292-, 8(3), published by Springer-Verlag, London | PDF download | View/Edit
• Victoria Hodge, Ken Lees, Jim Austin, "A High Performance k-NN Approach Using Binary Neural Networks", Neural Networks, pp. 441-458, 17(3), published by Elsevier Science, 2004 | PDF download | View/Edit
• Jim Austin, T Jackson, M Fletcher, M Jessop, P Cowley, P Lobner, "Distributed Aircraft Engine Diagnostics", The Grid: Blueprint for a New Computing Infrastructure, 2nd Edition, Chapter 5, ISBN 1-55860-933-4, published by Morgan Kaufmann, 2004 | View/Edit
• B Liang, Jim Austin, "Mining large engineering data set on the grid using AURA", Intelligent Data Lecture Notes in Computer Science, pp. 430-436, Volume 3177/2004, published by Springer-Verlag | PDF download | View/Edit
• B Liang, M Jessop, Jim Austin, "A Grid Enabled Visual Tool for Time Series Pattern Matching", August 31- September 03, 2004, All Hands Meeting, | PDF download | View/Edit
• Martyn Fletcher, Jim Austin, Tom Jackson., "Distributed Aero-engine Condition Monitoring and Diagnosis on the Grid: DAME", Robinson College, Cambridge, UK, August 23-25, 2004, 17th International Congress & Exhibition on Condition Monitoring And Diagnostic Engineering Management (COMADEM 2004 International), | PDF download | View/Edit
• A Pasley, Jim Austin, "Distributed Forecasting of High Frequency Time Series", Decision Support Systems, pp. 501-513, Volume 37, published by Elsevier, 2004 | View/Edit
• M Jessop, A Pasley, J Austin, "Pattern Matching Against Distributed Datasets", August 31- September 03, 2004, All Hands Meeting, | PDF download | View/Edit
• Victoria Hodge, Simon O'Keefe, Jim Austin, "A Binary Neural Decision Table Classifier", pp. 1859-, NeuroComputing, 69(16-18): Brain Inspired Cognitive Systems, | External link | View/Edit
• M Freeman, Michael Weeks, Jim Austin, "AICP: Aura Intelligent Co-Processor for Binary Neural Networks", Grenoble, France, December 08-09, 2004, IP-SOC 2004 IP Based SOC Design Forum and Exhibition, | PDF download | External link | View/Edit
• Michael Weeks, Victoria Hodge, Simon O'Keefe, Jim Austin, Ken Lees, "Improved AURA k-Nearest Neighbour Approach", Mahon, Menorca, Balearic Islands, Spain, June 3-6, 2003, International Work-conference on Artificial and Natural Neural Networks, Lecture Notes in Computer Science (LNCS) 2687, published by Springer Verlag, Berlin | PDF download | View/Edit
• Victoria Hodge, Jim Austin, "An Evaluation of Standard Spell Checking Algorithms and a Binary Neural Approach", IEEE Transactions on Knowledge and Data Engineering, published by 2001 | PDF download | View/Edit
• Victoria Hodge, Jim Austin, "A Survey of Outlier Detection Methodolgoies", Artificial Intelligence Review, pp. 126-, 22, published by Kluwer Academic Publishers, 2004 | PDF download | View/Edit
• Tom Jackson, Jim Austin, Martyn Fletcher, Mark Jessop, "Distributed Aircraft Maintenance Environment (DAME)", Nottingham, UK, September 02-04, 2003, e-Science All Hands meeting, ISBN 1-904425-11-9 , | External link | View/Edit
• Tom Jackson, Jim Austin, "Distributed Diagnostics on the GRID: DAME.", Globusworld, 2003 | View/Edit
• B Liang, J Austin, "Improved High Performance k-NN Classifier Using a Binary Neural Network", September 08-10, 2003, Eighth International Conference on Engineering Applications of Neural Networks (EANN-3), pp. 148-153, published by Spain | PDF download | View/Edit
• R Davis, B Liang, M Jessop, A Pasley, Jim Austin, "Pattern Matching in DAME using Grid Enabled AURA Technology", Nottingham, UK, September 02-04, 2003,, eScience All Hands Meeting, | View/Edit
• Michael Weeks, Victoria Hodge, Jim Austin, "Scalability of a Distributed Neural Information Retrieval System", Edinburgh, UK, July 24-26, 2002 , 11th IEEE International Symposium on High Performance Distributed Computing - HPDC 2002, | PDF download | View/Edit
• Michael Weeks, Victoria Hodge, Jim Austin, "A Hardware Accelerated Novel IR System", Las Palmas de Gran Canaria, Canary Islands, January 9-11, 2002, 10th Euromicro Workshop on Parallel, Distributed and Network-based Processing, | PDF download | View/Edit
• Victoria Hodge, Jim Austin, "An Integrated Neural IR System", Bruges, Belgium, April 25-27, 2001, Proceedings of the 9th European Symposium on Artificial Neural Networks (ESANN 2001), | PDF download | View/Edit
• Victoria Hodge, Jim Austin, "A Novel Binary Spell Checker", Vienna, Austria, August 25-29, 2001, International Conference on Artificial Neural Networks, | PDF download | View/Edit
• Victoria Hodge, Jim Austin, "An Evaluation of Standard Retrieval Algorithms and a Binary Neural Approach", Neural Networks, 14(3), published by Elsevier Science, 2001 | PDF download | View/Edit
• Michael Weeks, Jim Austin, Anthony Moulds, Aaron Turner, Zygmunt Ulanowksi, Julian Young, "Mapping Correlation Matrix Memory Applications onto a Beowulf Cluster", Vienna, Austria, August 25-29, 2001, International Conference on Artificial Neural Networks, | PDF download | View/Edit
• Aaron Turner, Jim Austin, "Performance Evaluation of a Fast Chemical Structure Matching Method using Distributed Neural Relaxation", August 30 - September 01, 2000, Fourth International Conference on Knowledge-Based Intelligent Engineering Systems, | PDF download | View/Edit
• Victoria Hodge, Jim Austin, "An Evaluation of Standard Retrieval Algorithms and a Weightless Neural Approach", Como : Italy , July 24-27, 2000, IEEE-INNS-ENNS International Joint Conference on Neural Networks, | PDF download | View/Edit
• Christos Orovas, Jim Austin, "A Cellular Neural Associative Array for Symbolic Vision", Breckenridge, Colorado , USA, December 4, 1998 , Neural Information Processing Systems, | PDF download | View/Edit
• Jim Austin, Ken Lees, "A Novel Search Engine Based on Correlation Matrix Memories", Leicester (UK), July 1998, Workshop on Recent Advances in Soft Computing, | PDF download | View/Edit
• Jim Austin, Aaron Turner, Ken Lees, "Chemical Structure Matching Using Correlation Matrix Memories", Edinburgh, UK, September 7-10, 1999, International Conference on Artificial Neural Networks, IEE Conference Publication 470, published by IEE, London | PDF download | View/Edit
• Sujeewa Alwis, Jim Austin, "Trademark Image Retrieval Using Multiple Features", Newcastle, UK, February 25-26, 1999, CIR'99, | PDF download | View/Edit
• Sujeewa Alwis, Jim Austin, "A Neural Network Architecture for Trademark Image Retrieval", Alicante, Spain, June 2-4, 1999, IWANN'99, | PDF download | View/Edit
• Ping Zhou, Jim Austin, John V Kennedy, "A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory", Advances in Neural Information Processing Systems, Vol. 11, published by MIT press , 1999 | PDF download | View/Edit
• Amine Bermak, Jim Austin, "VLSI implementation of a Binary Neural Network - Two Case Studies", Granada Spain, April 7-9, 1999, MicroNeuro '99, | PDF download | View/Edit
• Ping Zhou, Jim Austin, "A PCI Bus Based Correlation Matrix Memory and its Application to k-NN Classification", Granada Spain, April 7-9, 1999, MicroNeuro '99, | PDF download | View/Edit
• Jim Austin, John V Kennedy, "PRESENCE, a hardware implementation of binary neural networks", Sweden, September 2-4, 1998, International Conference on Artificial Neural Networks, | PDF download | View/Edit
• Jim Austin, Ken Lees, "A Novel Search Engine Based on Correlation Matrix Memories", Leicester (UK), July 1998, Workshop on Recent Advances in Soft Computing, | PDF download | View/Edit
• Ping Zhou, Jim Austin, "A Binary Correlation Matrix Memory k-NN classifier", Sweden, September 2-4, 1998, International Conference on Artificial Neural Networks, | View/Edit
• Jim Austin, Ping Zhou, "A Binary Correlation Matrix Memory k-NN Classifier with Hardware Implementation", Southampton, UK, September 1998, British Machine Vision Conference, | PDF download | View/Edit
• Ping Zhou, Jim Austin, John V Kennedy, "A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory", Advances in Neural Information Processing Systems, Vol. 11, published by MIT press , 1999 | PDF download | View/Edit
• Christos Orovas, Jim Austin, "Cellular Associative Networks", Boston, USA, May 28-31, 1997 , International Conference on Vision, Recognition, Action: Neural Models of Mind and Machine, | View/Edit
• Jim Austin, Ken Lees, "A Novel Search Engine Based on Correlation Matrix Memories", Leicester (UK), July 1998, Workshop on Recent Advances in Soft Computing, | PDF download | View/Edit
• Christos Orovas, Jim Austin, "Cellular Associative Symbolic Processing for Pattern Recognition", Silesian University, Institute of Computer Science, Opava, Czech Republic, August 24-28, 1998 , MFCS '98 workshop on Grammar Learning, pp. 269-280, | PDF download | View/Edit

• Jim Austin, "A Distributed Associative Memory for Symbolic Reasoning", Connectionist-Symbolic Integration: From Unified to Hybrid Approaches, Eds. Ron Sun and Frederic Alexandre, published by Lawrence Erlbaum Associates, Inc. New Jersey, 1997 | PDF download | View/Edit
• John V Kennedy, Jim Austin, "A Parallel Architecture for Binary Neural Networks", Dresden, Germany, September 24-26, 1997, MicroNeuro '97, 6th Int. Conf. on Micro Electronics for Neural Networks, Evolutionary Systems & Fuzzy Systems, | PDF download | View/Edit
• Christos Orovas, Jim Austin, "Cellular Associative Neural Networks for Image Interpretation", Dublin, Ireland, July 14-17, 1997, IEE Image Processing and its Applications, | PDF download | View/Edit
• John V Kennedy, Jim Austin, Rick Pack, Bruce Cass, "C-NNAP: A Dedicated Platform for Binary Neural Networks", Cambridge, UK, July 07 1997, Fifth International Conference on Artificial Neural Networks, | PDF download | View/Edit
• Daniel Kustrin, Alan Sanders, Jim Austin, "Application of Correlation Matrix Memory Matrices in High Frequency Asset Allocation", Cambridge, UK, July 07, 1997, Fifth International Conference on Artificial Neural Networks, Ed. M Niranjan, published by IEE | PDF download | View/Edit
• Michael Turner, Jim Austin, "A Neural Relaxation Technique for Chemical Graph Matching", Cambridge, UK, July 07 1997, Fifth International Conference on Artificial Neural Networks, Ed. M Niranjan, published by IEE | PDF download | View/Edit
• Michael Turner, Jim Austin, "Matching Performance of Binary Correlation Matrix Memories", Neural Networks, published by Elsevier Science, 1997 | PDF download | View/Edit
• Jim Austin, John V Kennedy, Ken Lees, "A Neural Architecture for Fast Rule Matching", Dunedin, New Zealand, November 20-23, 1995, Artificial Neural Networks and Expert Systems Conference , | PDF download | View/Edit
• Jim Austin, "Distributed Associative Memories for High Speed Symbolic Reasoning", International Journal of Fuzzy Sets and Systems, pp. 223-233, Vol. 82, 1996, | PDF download | View/Edit
• John V Kennedy, Jim Austin, Bruce Cass, "A Hardware Implementation of a Binary Neural Image Processor", Image Processing and Its Applications, published by 1996 | PDF download | View/Edit
• Jim Austin, Richard Filer, "Using Neural Networks for Inferencing in Expert Systems", Neural Networks and Their Applications, Ed. J G Taylor , pp. 243-, published by 1996 | PDF download | View/Edit
• Jim Austin, John V Kennedy, Ken Lees, "The Advanced Uncertain Reasoning Architecture", Canterbury at Kent, June 1995, Weightless Neural Network Workshop, | PDF download | View/Edit
• John V Kennedy, Jim Austin, Bruce Cass, "CNNAP - A Parallel Processing Architecture for the Parallel Processing of Binary Neural Networks", Canterbury at Kent, June, 1995, Weightless Neural Network Workshop, | PDF download | View/Edit
• J Austin, K Lees, J Kennedy, "Neural Networks for Real-Time Knowledge Based Applications", London, January, 1995, IEE Colloquium on Real Time Knowledge Based Systems, | PDF download | View/Edit
• Jim Austin, "Correlation Matrix Memories for Knowledge Manipulation", August 17, 1994, International Conference of Neural Networks, Fuzzy Logic and Soft, | PDF download | View/Edit
• Jim Austin, John V Kennedy, "A Hardware Implementation of a Binary Neural Network", 1994, Micro Neural 1994, published by IEEE Computer Press | PDF download | View/Edit