ViBench: A Benchmark on Vibe Coding.

Jim Austin James Austin University of York, UK http://www-users.cs.york.ac.uk/~austin/ Peter Zhong Pashootan Vaezipoor Fuyang Cui Vaibhav Kumar James Austin Azin Asgarian Toby Ho Paul Inder Imen Kedir Zhen Li Nicholas Ondo Asna Shafiq Ibrahim Sheikh Edouard Sioufi Setareh Soltanieh Ben Wilde Jacky Zhao Ryan Carelli Heather Miller Michele Catasta ViBench: A Benchmark on Vibe Coding. 497-513 2026 CAIS https://doi.org/10.1145/3786335.3813162 conf/cais/2026 db/conf/cais/cais2026.html#ZhongVCKAAHIKLO26 Peter Yong Zhong Jacky Zhao Edouard Sioufi James Austin Brian Pool Luis Héctor Chávez Adi Dahiya William Ernst Dawei Feng Daniel Ryan Furman Devin Halladay Toby Ho Zade Kaylani Imen Kedir Vaibhav Kumar Zhen Li Haya Odeh Nicholas Ondo Darsh Patel Alec Wang Jordan Walke Poorva Potnis Ibrahim Sheikh Michele Catasta Agent 4: Teamwork and Collaboration for Vibe-Coding. 1187-1192 2026 CAIS https://doi.org/10.1145/3786335.3813211 conf/cais/2026 db/conf/cais/cais2026.html#ZhongZSAPCDEFFH26

Chris Crispin-Bailey Pakon Thuphairo Steven A. Wright 0001 Anthony Moulds Jim Austin Exploring the Feasibility of Novel 3D Polyhedrally-Tiled Computing Arrays. 159685-159713 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3605303 db/journals/access/access13.html#CrispinBaileyTWMA25 streams/journals/access

Pakon Thuphairo Christopher Bailey 0002 Anthony Moulds Jim Austin Investigating Novel 3D Modular Schemes for Large Array Topologies: Power Modeling and Prototype Feasibility. 268-275 2022 DSD https://doi.org/10.1109/DSD57027.2022.00044 conf/dsd/2022 db/conf/dsd/dsd2022.html#ThuphairoBMA22

Christopher Crispin-Bailey Chengliang Dai Jim Austin A 65-nm CMOS Lossless Bio-Signal Compression Circuit With 250 FemtoJoule Performance Per Bit. 1087-1100 2019 13 IEEE Trans. Biomed. Circuits Syst. 5 https://doi.org/10.1109/TBCAS.2019.2938672 https://www.wikidata.org/entity/Q93101393 db/journals/tbcas/tbcas13.html#Crispin-BaileyD19

Christopher Crispin-Bailey Jim Austin Bettina Platt Anthony Moulds Barry Crouch Miniature Untethered EEG Recorder Improves Advanced Neuroscience Methodologies. 1101-1111 2019 13 IEEE Trans. Biomed. Circuits Syst. 5 https://doi.org/10.1109/TBCAS.2019.2935298 https://www.wikidata.org/entity/Q92695105 db/journals/tbcas/tbcas13.html#Crispin-BaileyA19

Amir Mansoor Kamali Sarvestani Chris Bailey 0002 Jim Austin Performance Analysis of a 3D Wireless Massively Parallel Computer. 18 2018 7 J. Sens. Actuator Networks 2 https://doi.org/10.3390/jsan7020018 https://www.wikidata.org/entity/Q129956848 db/journals/jsan/jsan7.html#SarvestaniBA18

Victoria J. Hodge Jim Austin An Evaluation of Classification and Outlier Detection Algorithms. 2018 abs/1805.00811 CoRR http://arxiv.org/abs/1805.00811 db/journals/corr/corr1805.html#abs-1805-00811

Victoria J. Hodge Mark Jessop Martyn Fletcher Michael Weeks 0001 Aaron Turner Thomas W. Jackson Colin Ingram Leslie Smith Jim Austin A Digital Repository and Execution Platform for Interactive Scholarly Publications in Neuroscience. 23-40 2016 14 Neuroinformatics 1 https://doi.org/10.1007/s12021-015-9276-3 https://www.wikidata.org/entity/Q30488267 db/journals/ni/ni14.html#HodgeJFWTJISA16

Victoria J. Hodge Simon O'Keefe Jim Austin Hadoop neural network for parallel and distributed feature selection. 24-35 2016 78 Neural Networks https://doi.org/10.1016/j.neunet.2015.08.011 https://www.wikidata.org/entity/Q40504965 db/journals/nn/nn78.html#HodgeOA16

Amir Mansoor Kamali Christopher Bailey 0002 Jim Austin Evaluating 3D wireless grids as parallel platforms. 279-289 2015 19 Int. J. Ad Hoc Ubiquitous Comput. 3/4 https://doi.org/10.1504/IJAHUC.2015.070593 db/journals/ijahuc/ijahuc19.html#KamaliBA15

Victoria J. Hodge Rajesh Krishnan Jim Austin John W. Polak Thomas W. Jackson Short-term prediction of traffic flow using a binary neural network. 1639-1655 2014 25 Neural Comput. Appl. 7-8 https://doi.org/10.1007/s00521-014-1646-5 db/journals/nca/nca25.html#HodgeKAPJ14

Nathan Burles Simon O'Keefe James Austin Stephen Hobson ENAMeL: A Language for Binary Correlation Matrix Memories - Reducing the Memory Constraints of Matrix Memories. 1-23 2014 40 Neural Process. Lett. 1 https://doi.org/10.1007/s11063-013-9307-8 db/journals/npl/npl40.html#BurlesOAH14

Nathan Burles Simon O'Keefe James Austin Incorporating Scale Invariance into the Cellular Associative Neural Network. 435-442 2014 ICANN https://doi.org/10.1007/978-3-319-11179-7_55 conf/icann/2014 db/conf/icann/icann2014.html#BurlesOA14 Colin C. Venters Caroline Jay Lydia Lau Michael K. Griffiths Violeta Holmes Rupert R. Ward Jim Austin Charlie Dibsdale Jie Xu 0007 Software Sustainability: The Modern Tower of Babel. 7-12 2014 RE4SuSy@RE https://ceur-ws.org/Vol-1216/paper2.pdf conf/re/2014re4susy db/conf/re/re4susy2014.html#VentersJLGHWADX14

Sanil Shanker KP Aaron Turner Elizabeth Sherly Jim Austin Sequential Data Mining using Correlation Matrix Memory. 2014 abs/1407.2206 CoRR http://arxiv.org/abs/1407.2206 db/journals/corr/corr1407.html#KPTSA14

Sanil Shanker KP Elizabeth Sherly Jim Austin An Algorithm for Alignment-free Sequence Comparison using Logical Match. 2014 abs/1407.2237 CoRR http://arxiv.org/abs/1407.2237 db/journals/corr/corr1407.html#KPSA14

Clement Creusot Nick E. Pears Jim Austin A Machine-Learning Approach to Keypoint Detection and Landmarking on 3D Meshes. 146-179 2013 102 Int. J. Comput. Vis. 1-3 https://doi.org/10.1007/s11263-012-0605-9 db/journals/ijcv/ijcv102.html#CreusotPA13

Paul Townend Valentina Viduto David Webster Karim Djemame Lydia Lau Vania Dimitrova Jie Xu 0007 Sarah Fores Charlie Dibsdale Jim Austin John McAvoy Stephen Hobson Risk Assessment and Trust in Services Computing: Applications and Experience. 392-399 2013 IEEE SCC https://doi.org/10.1109/SCC.2013.41 https://doi.ieeecomputersociety.org/10.1109/SCC.2013.41 https://www.wikidata.org/entity/Q59902130 conf/IEEEscc/2013 db/conf/IEEEscc/scc2013.html#TownendVWDLDXFDAMH13 Simon J. Hickinbotham Michael Weeks 0001 James Austin The ALife Zoo: cross-browser, platform-agnostic hosting of Artificial Life simulations. 71-78 2013 ECAL https://doi.org/10.7551/978-0-262-31709-2-ch012 conf/ecal/2013 db/conf/ecal/ecal2013.html#HickinbothamWA13 Nathan Burles Simon O'Keefe James Austin Improving the Associative Rule Chaining Architecture. 98-105 2013 ICANN https://doi.org/10.1007/978-3-642-40728-4_13 conf/icann/2013 db/conf/icann/icann2013.html#BurlesOA13 Paul Townend David Webster Colin C. Venters Vania Dimitrova Karim Djemame Lydia Lau Jie Xu 0007 Sarah Fores Valentina Viduto Charlie Dibsdale Nick Taylor 0001 Jim Austin John McAvoy Stephen Hobson Personalised Provenance Reasoning Models and Risk Assessment in Business Systems: A Case Study. 329-334 2013 SOSE https://doi.org/10.1109/SOSE.2013.53 https://doi.ieeecomputersociety.org/10.1109/SOSE.2013.53 https://www.wikidata.org/entity/Q59902134 conf/sose/2013 db/conf/sose/sose2013.html#TownendWVDDLXFVDTAMH13 Clement Creusot Nick E. Pears Jim Austin 3D landmark model discovery from a registered set of organic shapes. 57-64 2012 CVPR Workshops https://doi.org/10.1109/CVPRW.2012.6238915 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2012.6238915 conf/cvpr/2012w db/conf/cvpr/cvprw2012.html#CreusotPA12 James Austin Stephen Hobson Nathan Burles Simon O'Keefe A Rule Chaining Architecture Using a Correlation Matrix Memory. 49-56 2012 ICANN (1) https://doi.org/10.1007/978-3-642-33269-2_7 conf/icann/2012-1 db/conf/icann/icann2012-1.html#AustinHBO12 Victoria J. Hodge Thomas W. Jackson Jim Austin A Binary Neural Network Framework for Attribute Selection and Prediction. 510-515 2012 IJCCI conf/ijcci/2012 db/conf/ijcci/ijcci2012.html#HodgeJA12 Paul Townend Colin C. Venters Lydia Lau Karim Djemame Vania Dimitrova Alison Marshall Jie Xu 0007 Charlie Dibsdale Nick Taylor 0001 Jim Austin John McAvoy Martyn Fletcher Stephen Hobson A Framework for Improving Trust in Dynamic Service-Oriented Systems. 136-141 2012 ISORC Workshops https://doi.org/10.1109/ISORCW.2012.33 https://doi.ieeecomputersociety.org/10.1109/ISORCW.2012.33 conf/isorc/2012w db/conf/isorc/isorc2012w.html#TownendVLDDMXDTAMFH12

Sanil Shanker KP Elizabeth Sherly Jim Austin A Note on Two Applications of Logical Matching Strategy. 708-720 2011 25 Appl. Artif. Intell. 8 https://doi.org/10.1080/08839514.2011.606663 https://www.wikidata.org/entity/Q58291487 db/journals/aai/aai25.html#KPSA11

Clement Creusot Nick E. Pears Jim Austin Automatic Keypoint Detection on 3D Faces Using a Dictionary of Local Shapes. 204-211 2011 3DIMPVT https://doi.org/10.1109/3DIMPVT.2011.33 https://doi.ieeecomputersociety.org/10.1109/3DIMPVT.2011.33 conf/3dim/2011 db/conf/3dim/3dimpvt2011.html#CreusotPA11 Colin C. Venters Paul Townend Lydia Lau Karim Djemame Vania Dimitrova Alison Marshall Jie Xu 0007 Charlie Dibsdale Nick Taylor 0001 Jim Austin John McAvoy Martyn Fletcher Stephen Hobson Provenance: Current directions and future challenges for service oriented computing. 262-267 2011 SOSE https://doi.org/10.1109/SOSE.2011.6139115 https://doi.ieeecomputersociety.org/10.1109/SOSE.2011.6139115 conf/sose/2011 db/conf/sose/sose2011.html#VentersTLDDMXDTAMFH11 Jim Austin Thomas W. Jackson Martyn Fletcher Mark Jessop Bojian Liang Mike Weeks 0001 Leslie Smith Colin Ingram Paul Watson 0001 CARMEN: Code analysis, Repository and Modeling for e-Neuroscience. 768-777 2011 conf/iccS/2011 ICCS https://doi.org/10.1016/j.procs.2011.04.081 db/journals/procedia/procedia4.html#AustinJFJLWSIW11 Clement Creusot Nick E. Pears Jim Austin 3D face landmark labelling. 27-32 2010 3DOR@MM https://doi.org/10.1145/1877808.1877815 conf/mm/2010dor db/conf/mm/3dor2010.html#CreusotPA10

Victoria J. Hodge Simon O'Keefe Jim Austin A binary neural shape matcher using Johnson Counters and chain codes. 693-703 2009 72 Neurocomputing 4-6 https://doi.org/10.1016/j.neucom.2008.07.013 db/journals/ijon/ijon72.html#HodgeOA09

Stephen Hobson Jim Austin Improved Storage Capacity in Correlation Matrix Memories Storing Fixed Weight Codes. 728-736 2009 ICANN (1) https://doi.org/10.1007/978-3-642-04274-4_75 conf/icann/2009-1 db/conf/icann/icann2009-1.html#HobsonA09 Quan Ju Simon O'Keefe Jim Austin Binary neural network based 3D facial feature localization. 1462-1469 2009 IJCNN https://doi.org/10.1109/IJCNN.2009.5178700 https://doi.ieeecomputersociety.org/10.1109/IJCNN.2009.5178700 conf/ijcnn/2009 db/conf/ijcnn/ijcnn2009.html#JuOA09 Zezhi Chen Nick E. Pears Michael Freeman Jim Austin Background Subtraction in Video Using Recursive Mixture Models, Spatio-Temporal Filtering and Shadow Removal. 1141-1150 2009 ISVC (2) https://doi.org/10.1007/978-3-642-10520-3_109 conf/isvc/2009-2 db/conf/isvc/isvc2009-2.html#ChenPFA09

Thomas Heseltine Nick E. Pears Jim Austin Three-dimensional face recognition using combinations of surface feature map subspace components. 382-396 2008 26 Image Vis. Comput. 3 https://doi.org/10.1016/j.imavis.2006.12.008 db/journals/ivc/ivc26.html#HeseltinePA08

Martyn Fletcher Bojian Liang Leslie Smith Alastair Knowles Thomas W. Jackson Mark Jessop Jim Austin Neural network based pattern matching and spike detection tools and services - in the CARMEN neuroinformatics project. 1076-1084 2008 21 Neural Networks 8 https://doi.org/10.1016/j.neunet.2008.06.009 https://www.wikidata.org/entity/Q38441145 db/journals/nn/nn21.html#FletcherLSKJJA08

Zeshan Kurd Tim Kelly Jim Austin Developing artificial neural networks for safety critical systems. 11-19 2007 16 Neural Comput. Appl. 1 https://doi.org/10.1007/s00521-006-0039-9 db/journals/nca/nca16.html#KurdKA07

Victoria J. Hodge John P. Eakins James Austin Inducing a perceptual relevance shape classifier. 138-145 2007 conf/civr/2007 CIVR https://doi.org/10.1145/1282280.1282306 db/conf/civr/civr2007.html#HodgeEA07 Reinier H. van Leuken M. Fatih Demirci Victoria J. Hodge Jim Austin Remco C. Veltkamp Layout indexing of trademark images. 525-532 2007 conf/civr/2007 CIVR https://doi.org/10.1145/1282280.1282356 db/conf/civr/civr2007.html#LeukenDHAV07 Nimish Shah Simon O'Keefe Jim Austin The Improved Correlation Matrix Memory (CMML). 1168-1173 2007 IJCNN https://doi.org/10.1109/IJCNN.2007.4371123 conf/ijcnn/2007 db/conf/ijcnn/ijcnn2007.html#ShahOA07

Victoria J. Hodge Simon O'Keefe Jim Austin A binary neural decision table classifier. 1850-1859 2006 69 Neurocomputing 16-18 https://doi.org/10.1016/j.neucom.2005.11.012 db/journals/ijon/ijon69.html#HodgeOA06

Martyn Fletcher Thomas W. Jackson Mark Jessop Bojian Liang Jim Austin The Signal Data Explorer: A High Performance Grid based Signal Search Tool for use in Distributed Diagnostic Applications. 217-224 2006 conf/ccgrid/2006 CCGRID https://doi.org/10.1109/CCGRID.2006.102 https://doi.ieeecomputersociety.org/10.1109/CCGRID.2006.102 db/conf/ccgrid/ccgrid2006.html#FletcherJJLA06 Victoria J. Hodge Garry Hollier John P. Eakins Jim Austin Eliciting Perceptual Ground Truth for Image Segmentation. 320-329 2006 conf/civr/2006 CIVR https://doi.org/10.1007/11788034_33 db/conf/civr/civr2006.html#HodgeHEA06 Jim Austin Aaron Turner Sujeewa Alwis Grid Enabling Data De-Duplication. 2 2006 conf/eScience/2006 e-Science https://doi.org/10.1109/E-SCIENCE.2006.261092 https://doi.ieeecomputersociety.org/10.1109/E-SCIENCE.2006.73 db/conf/eScience/eScience2006.html#AustinTA06 Thomas W. Jackson Mark Jessop Martyn Fletcher Jim Austin A Virtual Organisation deployed on a Service Orientated Architecture for Distributed Data Mining applications. 155-170 2006 Grid-Based Problem Solving Environments https://doi.org/10.1007/978-0-387-73659-4_9 conf/ifip2-5/2006 db/conf/ifip2-5/ifip2-5-2006.html#JacksonJFA06

Victoria J. Hodge Jim Austin A binary neural <i>k</i>-nearest neighbour technique. 276-291 2005 8 Knowl. Inf. Syst. 3 https://doi.org/10.1007/s10115-004-0191-4 db/journals/kais/kais8.html#HodgeA05

Jim Austin Robert Davis Martyn Fletcher Thomas W. Jackson Mark Jessop Bojian Liang Andy Pasley DAME: Searching Large Data Sets Within a Grid-Enabled Engineering Application. 496-509 2005 93 Proc. IEEE 3 https://doi.org/10.1109/JPROC.2004.842746 db/journals/pieee/pieee93.html#AustinDFJJLP05

Thomas W. Jackson Mark Jessop Andy Pasley Jim Austin Searching against distributed data using a Web service architecture. 122-129 2005 CLADE https://doi.org/10.1109/CLADE.2005.1520914 https://doi.ieeecomputersociety.org/10.1109/CLADE.2005.1520914 conf/clade/2005 db/conf/clade/clade2005.html#JacksonJPA05 Michael Freeman Jim Austin Designing a Binary Neural Network Co-processor. 223-227 2005 conf/dsd/2005 DSD https://doi.org/10.1109/DSD.2005.34 https://doi.ieeecomputersociety.org/10.1109/DSD.2005.34 db/conf/dsd/dsd2005.html#FreemanA05 Stefan Klinger Jim Austin Chemical similarity searching using a neural graph matcher. 479-484 2005 conf/esann/2005 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2005-91.pdf db/conf/esann/esann2005.html#KlingerA05 Michael Freeman Michael Weeks 0001 Jim Austin Hardware implementation of similarity functions. 329-332 2005 conf/iadis/2005ac-2 IADIS AC db/conf/iadis/ac2005-2.html#FreemanWA05 Biswa Sengupta Jim Austin Gary Green Modeling of Dual-Route Fear Conditioning Paradigm in the Auditory Cortex. 3632-3644 2005 conf/iicai/2005 IICAI db/conf/iicai/iicai2005.html#SenguptaAG05 Stefan Klinger Jim Austin A neural supergranph matching architecture. 2453-2458 2005 IJCNN https://doi.org/10.1109/IJCNN.2005.1556287 conf/ijcnn/2005 db/conf/ijcnn/ijcnn2005.html#KlingerA05 streams/conf/ijcnn

Victoria J. Hodge Jim Austin A Survey of Outlier Detection Methodologies. 85-126 2004 22 Artif. Intell. Rev. 2 https://doi.org/10.1023/B:AIRE.0000045502.10941.a9 https://www.wikidata.org/entity/Q56142112 db/journals/air/air22.html#HodgeA04

Andy Pasley Jim Austin Distribution forecasting of high frequency time series. 501-513 2004 37 Decis. Support Syst. 4 https://doi.org/10.1016/S0167-9236(03)00083-6 db/journals/dss/dss37.html#PasleyA04

Victoria J. Hodge Ken Lees Jim Austin A high performance k-NN approach using binary neural networks. 441-458 2004 17 Neural Networks 3 https://doi.org/10.1016/j.neunet.2003.11.008 https://www.wikidata.org/entity/Q51942220 db/journals/nn/nn17.html#HodgeLA04

Thomas Heseltine Nick E. Pears Jim Austin Three-Dimensional Face Recognition Using Surface Space Combinations. 1-10 2004 BMVC https://doi.org/10.5244/C.18.55 conf/bmvc/2004 db/conf/bmvc/bmvc2004.html#HeseltinePA04 Jim Austin A Grid Based Diagnostics and Prognosis System for Rolls Royce Aero Engines: The DAME Project. 2 2004 conf/clade/2004 CLADE db/conf/clade/clade2004.html#Austin04 Thomas Heseltine Nick E. Pears Jim Austin Three-Dimensional Face Recognition: A Fishersurface Approach. 684-691 https://doi.org/10.1007/978-3-540-30126-4_83 2004 conf/iciar/2004-2 ICIAR (2) db/conf/iciar/iciar2004-2.html#HeseltinePA04 Thomas Heseltine Nick E. Pears Jim Austin Three-dimensional face recognition: an eigensurface approach. 1421-1424 2004 conf/icip/2004 ICIP https://doi.org/10.1109/ICIP.2004.1419769 db/conf/icip/icip2004.html#HeseltinePA04 Zeshan Kurd Tim P. Kelly Jim Austin Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications. 266-271 https://doi.org/10.1007/978-3-540-28651-6_39 2004 conf/ideal/2004 IDEAL db/conf/ideal/ideal2004.html#KurdKA04 Bojian Liang Jim Austin Mining Large Engineering Data Sets on the Grid Using AURA. 430-436 https://doi.org/10.1007/978-3-540-28651-6_63 2004 conf/ideal/2004 IDEAL db/conf/ideal/ideal2004.html#LiangA04 Jim Austin Thomas W. Jackson Martyn Fletcher Mark Jessop Peter Cowley Peter Lobner Predictive Maintenance. 69-79 2004 The Grid 2, 2nd Edition https://doi.org/10.1016/b978-155860933-4/50009-2 books/mk/04/FK2004 db/books/collections/FK2004.html#AustinJFJCL04 Suresh Manandhar Jim Austin Uday B. Desai Yoshio Oyanagi Asoke K. Talukder Applied Computing, Second Asian Applied Computing Conference, AACC 2004, Kathmandu, Nepal, October 29-31, 2004. Proceedings 3285 2004 3-540-23659-7 AACC Lecture Notes in Computer Science Springer https://doi.org/10.1007/b101591 db/conf/aacc/aacc2004.html

Victoria J. Hodge Jim Austin A Comparison of Standard Spell Checking Algorithms and a Novel Binary Neural Approach. 1073-1081 2003 15 IEEE Trans. Knowl. Data Eng. 5 https://doi.org/10.1109/TKDE.2003.1232265 http://doi.ieeecomputersociety.org/10.1109/TKDE.2003.1232265 db/journals/tkde/tkde15.html#HodgeA03

Thomas Heseltine Nick E. Pears Jim Austin Zezhi Chen Face Recognition: A Comparison of Appearance-Based Approaches. 59-68 2003 conf/dicta/2003 DICTA http://www.cmis.csiro.au/Hugues.Talbot/dicta2003/cdrom/pdf/0059.pdf db/conf/dicta/dicta2003.html#HeseltinePAC03 Michael Weeks 0001 Victoria J. Hodge Simon O'Keefe Jim Austin Ken Lees Improved AURA k-Nearest Neighbour Approach. 663-670 https://doi.org/10.1007/3-540-44869-1_84 2003 conf/iwann/2003-2 IWANN (2) db/conf/iwann/iwann2003-2.html#WeeksHOAL03

Victoria J. Hodge Jim Austin Hierarchical word clustering - automatic thesaurus generation. 819-846 2002 48 Neurocomputing 1-4 https://doi.org/10.1016/S0925-2312(01)00675-0 db/journals/ijon/ijon48.html#HodgeA02

Victoria J. Hodge Jim Austin A comparison of a novel neural spell checker and standard spell checking algorithms. 2571-2580 2002 35 Pattern Recognit. 11 https://doi.org/10.1016/S0031-3203(01)00174-1 db/journals/pr/pr35.html#HodgeA02

Garry Hollier Jim Austin Novelty detection for strain-gauge degradation using maximally correlated components. 257-262 2002 conf/esann/2002 ESANN db/conf/esann/esann2002.html#HollierA02 https://www.esann.org/sites/default/files/proceedings/legacy/es2002-38.pdf Andy Pasley Jim Austin High frequency forecasting with associative memories. 433-438 2002 conf/esann/2002 ESANN db/conf/esann/esann2002.html#PasleyA02 https://www.esann.org/sites/default/files/proceedings/legacy/es2002-36.pdf Michael Weeks 0001 Victoria J. Hodge Jim Austin Scalability of a Distributed Neural Information Retrieval System. 423 2002 conf/hpdc/2002 HPDC https://doi.org/10.1109/HPDC.2002.1029953 https://doi.ieeecomputersociety.org/10.1109/HPDC.2002.1029953 db/conf/hpdc/hpdc2002.html#WeeksHA02 Michael Weeks 0001 Victoria J. Hodge Jim Austin A Hardware-Accelerated Novel IR System. 283- 2002 conf/pdp/2002 PDP https://doi.org/10.1109/EMPDP.2002.994291 https://doi.ieeecomputersociety.org/10.1109/EMPDP.2002.994291 db/conf/pdp/pdp2002.html#WeeksHA02

Victoria J. Hodge Jim Austin An evaluation of standard retrieval algorithms and a binary neural approach. 287-303 2001 14 Neural Networks 3 https://doi.org/10.1016/S0893-6080(00)00097-6 https://www.wikidata.org/entity/Q38457230 db/journals/nn/nn14.html#HodgeA01

Victoria J. Hodge Jim Austin Hierarchical Growing Cell Structures: TreeGCS. 207-218 2001 13 IEEE Trans. Knowl. Data Eng. 2 https://doi.org/10.1109/69.917561 http://doi.ieeecomputersociety.org/10.1109/69.917561 db/journals/tkde/tkde13.html#HodgeA01

C. E. Tuke S. E. M. O'Keefe Jim Austin Self-Similar Convolution Image Distribution Histograms as Invariant Identifiers. 2001 conf/bmvc/2001 BMVC https://doi.org/10.5244/C.15.52 db/conf/bmvc/bmvc2001.html#TukeOA01 1-10 Victoria J. Hodge Jim Austin An integrated neural IR system. 265-270 2001 conf/esann/2001 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2001-301.pdf db/conf/esann/esann2001.html#HodgeA01 Amy Metcalfe Marcy Snitzer James Austin Virtual Adaptive Learning Architecture (VALA). 7-10 2001 conf/icalt/2001 ICALT db/conf/icalt/icalt2001.html#MetcalfeSA01 https://doi.org/10.1109/ICALT.2001.943840 https://doi.ieeecomputersociety.org/10.1109/ICALT.2001.943840 Michael Weeks 0001 Jim Austin Anthony Moulds Aaron Turner Zygmunt Ulanowski Julian Young Mapping Correlation Matrix Memory Applications onto a Beowulf Cluster. 156-163 2001 conf/icann/2001 ICANN https://doi.org/10.1007/3-540-44668-0_22 db/conf/icann/icann2001.html#WeeksAMTUY01 Victoria J. Hodge Jim Austin A Novel Binary Spell Checker. 1199-1204 2001 conf/icann/2001 ICANN https://doi.org/10.1007/3-540-44668-0_167 db/conf/icann/icann2001.html#HodgeA01 Stefan Wermter Jim Austin David J. Willshaw Mark Elshaw Towards Novel Neuroscience-Inspired Computing. 1-19 2001 conf/neuroscience/2001 Emergent Neural Computational Architectures Based on Neuroscience https://doi.org/10.1007/3-540-44597-8_1 db/conf/neuroscience/neuroscience2001.html#WermterAWE01 Daniel Kustrin Jim Austin Connectionist Propositional Logic. 534-546 2001 conf/neuroscience/2001 Emergent Neural Computational Architectures Based on Neuroscience https://doi.org/10.1007/3-540-44597-8_38 db/conf/neuroscience/neuroscience2001.html#KustrinA01 Stefan Wermter Jim Austin David J. Willshaw Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing Emergent Neural Computational Architectures Based on Neuroscience Lecture Notes in Computer Science 2036 Springer 2001 3-540-42363-X https://doi.org/10.1007/3-540-44597-8 db/conf/neuroscience/neuroscience2001.html

Brian Drabble Laurent Chaudron Catherine Tessier Sue Abu-Hakima Steven Willmott Jim Austin Boi Faltings Eugene C. Freuder Gerhard Friedrich Alex Alves Freitas Ulises Cortés Miquel Sànchez-Marrè David W. Aha Irma Becerra-Fernandez Héctor Muñoz-Avila Aditya Ghose Tim Menzies Ken Satoh Mary Elaine Califf Michael T. Cox Sandip Sen Patrick Brézillon Jean-Charles Pomerol Roy M. Turner Elise H. Turner Reports on the AAAI 1999 Workshop Program. 95-100 2000 21 AI Mag. 1 db/journals/aim/aim21.html#DrabbleCTAWAFFFFCSABMGMSCCSBPTT00 https://doi.org/10.1609/aimag.v21i1.1499

Soo-Young Lee Jim Austin Rhee Man Kil Building information systems based on neural networks. 1-2 2000 35 Neurocomputing 1-4 https://doi.org/10.1016/S0925-2312(00)00297-6 db/journals/ijon/ijon35.html#LeeAK00

Jim Austin Ken Lees A search engine based on neural correlation matrix memories. 55-72 2000 35 Neurocomputing 1-4 https://doi.org/10.1016/S0925-2312(00)00309-X db/journals/ijon/ijon35.html#AustinL00

Simon J. Hickinbotham James Austin Novelty Detection in Airframe Strain Data. 2536-2539 2000 conf/icpr/2000 ICPR https://doi.org/10.1109/ICPR.2000.906130 https://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906130 db/conf/icpr/icpr2000-2.html#HickinbothamA00 Simon J. Hickinbotham James Austin Neural Networks for Novelty Detection in Airframe Strain Data. 375-380 2000 conf/ijcnn/2000-6 IJCNN (6) https://doi.org/10.1109/IJCNN.2000.859424 https://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.859424 db/conf/ijcnn/ijcnn2000-6.html#HickinbothamA00 Victoria J. Hodge Jim Austin An Evaluation of Standard Retrieval Algorithms and a Weightless Neural Approach. 591-596 2000 conf/ijcnn/2000-5 IJCNN (5) https://doi.org/10.1109/IJCNN.2000.861533 https://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861533 db/conf/ijcnn/ijcnn2000-5.html#HodgeA00 Aaron Turner Jim Austin Performance evaluation of a fast chemical structure matching method using distributed neural relaxation. 201-204 2000 conf/kes/2000 KES https://doi.org/10.1109/KES.2000.885792 db/conf/kes/kes2000.html#TurnerA00 Victoria J. Hodge James Austin Hierarchical growing cell structures: TreeGCS. 553-556 2000 conf/kes/2000 KES https://doi.org/10.1109/KES.2000.884109 db/conf/kes/kes2000.html#HodgeA00 Sujeewa Alwis Jim Austin A Neural Network Architecture for Trademark Image Retrieval. 361-372 1999 conf/iwann/1999-2 IWANN (2) db/conf/iwann/iwann1999-2.html#AlwisA99 https://doi.org/10.1007/BFb0100503

Mick Turner Jim Austin Graph matching by neural relaxation. 238-248 1998 7 Neural Comput. Appl. 3 https://doi.org/10.1007/BF01414885 db/journals/nca/nca7.html#TurnerA98

Ping Zhou Jim Austin Learning criteria for training neural network classifiers. 334-342 1998 7 Neural Comput. Appl. 4 https://doi.org/10.1007/BF01428124 db/journals/nca/nca7.html#ZhouA98

Ping Zhou Jim Austin John Kennedy A Binary Correlation Matrix Memory k-NN Classifier with Hardware Implementation. 1998 conf/bmvc/1998 BMVC https://doi.org/10.5244/C.12.22 db/conf/bmvc/bmvc1998.html#ZhouAK98 1-10 Christos Orovas Jim Austin A Cellular Neural Associative Array for Symbolic Vision. 372-386 1998 conf/hybrid/1998hns Hybrid Neural Systems db/conf/hybrid/hns1998.html#OrovasA98 https://doi.org/10.1007/10719871_26 Simon J. Hickinbotham Edwin R. Hancock James Austin Learning feature characteristics. 1160-1164 1998 ICPR https://doi.org/10.1109/ICPR.1998.711902 https://doi.ieeecomputersociety.org/10.1109/ICPR.1998.711902 conf/icpr/1998 db/conf/icpr/icpr1998.html#HickinbothamHA98 Christos Orovas James Austin Cellular Associative Symbolic Processing for Pattern Recognition. 269-279 1998 conf/mfcs/1998gs MFCS Workshop on Grammar Systems db/conf/mfcs/mfcs98gs.html#OrovasA98 Ping Zhou Jim Austin John Kennedy A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory. 713-722 http://papers.nips.cc/paper/1495-a-high-performance-k-nn-classifier-using-a-binary-correlation-matrix-memory http://nips.djvuzone.org/djvu/nips11/0713.djvu 1998 conf/nips/1998 NIPS db/conf/nips/nips1998.html#ZhouAK98

Mick Turner Jim Austin Matching performance of binary correlation matrix memories. 1637-1648 1997 10 Neural Networks 9 https://doi.org/10.1016/S0893-6080(97)00059-2 https://www.wikidata.org/entity/Q127436233 db/journals/nn/nn10.html#TurnerA97

Jim Austin Giorgio Giacinto I. Kanellopoulos Ken Lees Fabio Roli Gianni Vernazza G. Wilkinson The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing Data. 765-772 1997 conf/iciap/1997-2 ICIAP (2) db/conf/iciap/iciap1997-2.html#AustinGKLRVW97 https://doi.org/10.1007/3-540-63508-4_194

Jim Austin Distributed associative memories for high-speed symbolic reasoning. 223-233 1996 82 Fuzzy Sets Syst. 2 https://doi.org/10.1016/0165-0114(95)00258-8 db/journals/fss/fss82.html#Austin96

S. E. M. O'Keefe Jim Austin Document Feature Recognition using a Mesh of Associative Memories. 1996 conf/bmvc/1996 BMVC https://doi.org/10.5244/C.10.37 db/conf/bmvc/bmvc1996.html#OKeefeA96 1-10 Simon J. Hickinbotham Edwin R. Hancock James Austin Segmenting modulated line textures with S-Gabor filters. 3:149-152 1996 ICIP (3) https://doi.org/10.1109/ICIP.1996.560405 conf/icip/1996 db/conf/icip/icip1996.html#HickinbothamHA96 Jim Austin John Kennedy Ken Lees A Neural Architecture for Fast Rule Matching. 255-260 1995 conf/annes/1995 ANNES https://doi.org/10.1109/ANNES.1995.499484 https://doi.ieeecomputersociety.org/10.1109/ANNES.1995.499484 db/conf/annes/annes1995.html#AustinKL95 John V. Kennedy Jim Austin Rick Pack Bruce Cass C-NNAP-a parallel processing architecture for binary neural networks. 1037-1041 1995 ICNN https://doi.org/10.1109/ICNN.1995.487564 conf/icnn/1995 db/conf/icnn/icnn1995.html#KennedyAPC95 S. E. M. O'Keefe Jim Austin Application of an Associative Memory to the Analysis of Document Fax Images. 1-12 1994 BMVC https://doi.org/10.5244/C.8.31 conf/bmvc/1994 db/conf/bmvc/bmvc1994.html#OKeefeA94

Mick Turner Jim Austin Nigel M. Allinson P. Thompson Chromosome location and feature extraction using neural networks. 235-239 1993 11 Image Vis. Comput. 4 https://doi.org/10.1016/0262-8856(93)90041-E db/journals/ivc/ivc11.html#TurnerAAT93

Mick Turner Jim Austin Nigel M. Allinson P. Thompson Matching an Elastic Model of Chromosomal Shape to Features on a Self-Organising Map. 1-10 1993 BMVC https://doi.org/10.5244/C.7.50 conf/bmvc/1993 db/conf/bmvc/bmvc1993.html#TurnerAAT93

George Bolt James Austin Gary Morgan Uniform tuple storage in ADAM. 339-344 1992 13 Pattern Recognit. Lett. 5 https://doi.org/10.1016/0167-8655(92)90031-T db/journals/prl/prl13.html#BoltAM92

Mick Turner Jim Austin Nigel M. Allinson P. Thompson A Neural Network Approach to Recognition of Structural Aberrations in Chromosomes. 1-9 1992 BMVC https://doi.org/10.5244/C.6.27 conf/bmvc/1992 db/conf/bmvc/bmvc1992.html#TurnerAAT92

Geoffrey M. Macharia James Austin A performance analysis of toroidal mesh networks. 675-682 1990 30 Microprocessing and Microprogramming 1-5 https://doi.org/10.1016/0165-6074(90)90317-3 db/journals/jsa/jsa30.html#MachariaA90

Jim Austin B. Nigel Brooke Investigating Invariant Pattern Recognition Using a Flexible Development Environment. 1-4 1989 Alvey Vision Conference https://doi.org/10.5244/C.3.52 conf/bmvc/1989 db/conf/bmvc/avc1989.html#AustinB89 James Austin Grey Scale N-Tulpe Processing. 110-119 1988 conf/par/1988 Pattern Recognition db/conf/par/par1988.html#Austin88 https://doi.org/10.1007/3-540-19036-8_10

Jim Austin T. John Stonham Distributed associative memory for use in scene analysis. 251-260 1987 5 Image Vis. Comput. 4 https://doi.org/10.1016/0262-8856(87)90001-1 db/journals/ivc/ivc5.html#AustinS87

Sue Abu-Hakima David W. Aha Nigel M. Allinson Sujeewa Alwis Azin Asgarian Christopher Bailey 0002Chris Bailey 0002Chris Crispin-BaileyChristopher Crispin-Bailey Irma BecerraIrma Becerra-Fernandez George Bolt Patrick Brézillon B. Nigel Brooke Nathan Burles Mary Elaine Califf Ryan Carelli Bruce Cass Michele Catasta Laurent Chaudron Luis Héctor Chávez Zezhi Chen Ulises Cortés Peter Cowley Michael T. Cox Clement Creusot Barry Crouch Fuyang Cui Adi Dahiya Chengliang Dai Robert Davis M. Fatih Demirci Uday B. Desai Charlie Dibsdale Vania Dimitrova Karim Djemame Brian Drabble John P. Eakins Mark Elshaw William Ernst Boi Faltings Dawei Feng Martyn Fletcher Sarah Fores Michael Freeman Alex Alves Freitas Eugene C. Freuder Gerhard Friedrich Daniel Ryan Furman Aditya Ghose Giorgio Giacinto Gary Green Michael K. Griffiths Devin Halladay Edwin R. Hancock Thomas Heseltine Simon J. Hickinbotham Toby Ho Stephen Hobson Victoria J. Hodge Garry Hollier Violeta Holmes Paul Inder Colin Ingram Thomas W. Jackson Caroline Jay Mark Jessop Quan Ju Amir Mansoor Kamali I. Kanellopoulos Zade Kaylani Imen Kedir Tim KellyTim P. Kelly John Kennedy John V. Kennedy Rhee Man Kil Stefan Klinger Alastair Knowles Sanil Shanker KP Rajesh Krishnan Vaibhav Kumar Zeshan Kurd Daniel Kustrin Lydia Lau Soo-Young Lee Ken Lees Reinier H. van Leuken Zhen Li Bojian Liang Peter Lobner Geoffrey M. Macharia Suresh Manandhar Alison Marshall John McAvoy Tim Menzies Amy Metcalfe Heather Miller Gary Morgan Anthony Moulds Hector Muñoz-AvilaHéctor Muñoz-Avila Haya Odeh Simon O'KeefeS. E. M. O'Keefe Nicholas Ondo Christos Orovas Yoshio Oyanagi Rick Pack Andy Pasley Darsh Patel Nick E. Pears Bettina Platt John W. Polak Jean-Charles Pomerol Brian Pool Poorva Potnis Fabio Roli Miquel Sànchez-Marrè Amir Mansoor Kamali Sarvestani Ken Satoh Sandip Sen Biswa Sengupta Asna Shafiq Nimish Shah Ibrahim Sheikh Elizabeth Sherly Edouard Sioufi Leslie Smith Marcy Snitzer Setareh Soltanieh T. John Stonham Asoke K. Talukder Nick Taylor 0001 Catherine Tessier P. Thompson Pakon Thuphairo Paul Townend C. E. Tuke Aaron Turner Elise H. Turner Mick Turner Roy M. Turner Zygmunt Ulanowski Pashootan Vaezipoor Remco C. Veltkamp Colin C. Venters Gianni Vernazza Valentina Viduto Jordan Walke Alec Wang Rupert R. Ward Paul Watson 0001 David Webster Michael Weeks 0001Mike Weeks 0001 Stefan Wermter Ben Wilde G. Wilkinson Steven Willmott David J. Willshaw Steven A. Wright 0001 Jie Xu 0007 Julian Young Jacky Zhao Peter Zhong Peter Yong Zhong Ping Zhou