Publikationer

• Book Chapters (1)
• Journal Articles (7)
• Conference Papers (Peer reviewed) (58)
• Conference Papers (3)
• Conference Abstracts (1)
• Reports (1)

1. B. J. van der Zwaag, C. H. Slump, L. Spaanenburg:
   Extracting Knowledge from Neural Networks in Image Processing
   Innovations in Knowledge Engineering, pp. 107-127, World Scientific, 2003. (BibTeX) (More info)

2009

1. S. Malki, L. Spaanenburg:
   A CNN-Specific Integrated Processor
   EURASIP Journal on Advances in Signal Processing, 2009. (BibTeX) (More info)

2004

2. J. E. Larsson, J. Ahnlund, T. Bergquist, F. Dahlstrand, B. Ohman, L. Spaanenburg:
   Improving expressional power and validation for multilevel flow models
   Journal of Intelligent & Fuzzy Systems, Vol. 15, No. 1, pp. 61-73, 2004. (BibTeX) (More info)
3. C. Grunditz, L. Spaanenburg:
   A parametrisable system for physically plausible surface inspection
   Journal of Intelligent and Fuzzy Systems, Vol. 15, No. 1, pp. 29-39, 2004. (BibTeX) (More info)
4. M. van Veelen, L. Spaanenburg:
   Model-based containment of process fault dissemination
   Journal of Intelligent & Fuzzy Systems, Vol. 15, No. 1, pp. 47-59, 2004. (BibTeX) (More info)

2003

5. J. Ahnlund, T. Bergquist, L. Spaanenburg:
   Rule-based reduction of alarm signals in industrial control
   Journal of Intelligent and Fuzzy Systems, Vol. 14, No. 2, pp. 73-84, 2003. (BibTeX) (More info)
6. A. Oudshoff, I. Bosloper, T. Klos, L. Spaanenburg:
   Knowledge discovery in virtual community texts: Clustering virtual communities
   Journal of Intelligent and Fuzzy Systems, Vol. 14, No. 1, pp. 13-24, 2003. (BibTeX) (More info)
7. A. J. W. M. ten Berg, L. Spaanenburg:
   Modular and hierarchical specialization in neural networks
   Istanbul University - Journal of Electrical & Electronics Engineering, Vol. 3, No. 1, pp. 719-726, 2003. (BibTeX) (More info)

2011

1. L. Spaanenburg, S. Malki:
   3D-design exploration of CNN algorithms
   Conference on VLSI Circuits and Systems V, Prague, Czech Republic, Vol. 8067, April 18-20, 2011. (BibTeX) (More info)

2010

2. L. Spaanenburg:
   Ensuring Safety in Distributed Networks
   49th IEEE Conference on Decision and Control (CDC), Atlanta, GA, pp. 6815-6820, Dec 15-17, 2010. (BibTeX) (More info)

2009

3. M. A. Tehrani, R. Kleihorst, P. Meijer, L. Spaanenburg:
   Abnormal Motion Detection in a Real-Time Smart Camera System
   Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009. ICDSC 2009, 3rd ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, pp. 410-416, Aug 30-Sep 02, 2009. (BibTeX) (More info)
4. L. Spaanenburg, M. A. Tehrani, R. Kleihorst, P. B. L. Meijer:
   Behavior Modeling by Neural Networks
   Artificial Neural Networks - ICANN 2009, Pt I (Lecture Notes in Computer Science), 19th International Conference on Artificial Neural Networks (ICANN 2009), Limmassol, Cyprus, Vol. 5768, pp. 439-448, Sep 14-17, 2009. (BibTeX) (More info)

2008

5. S. Malki, L. Spaanenburg:
   Design Space Exploration for a DT-CNN
   2008 11TH INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, 11th International Workshop on Cellular Neural Networks and Their Applications, Santiago de Compostela, SPAIN, pp. 69-74, JUL 14-16, 2008. (BibTeX) (More info)
6. S. Malki, L. Spaanenburg:
   Design Space Exploration for the integrated digital CNN Camera
   1st International Conference on Information Technology, 2008, IEEE Int. Conference on Information Technology (IT), Gdansk, Poland, pp. 107-110, 2008-05-18/2008-05-21. (BibTeX) (More info)
7. S. Malki, L. Spaanenburg:
   A DT-CNN Data-Flow Implementation
   2008 11TH INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, 11th International Workshop on Cellular Neural Networks and Their Applications, Santiago de Compostela, SPAIN, pp. 17-22, JUL 14-16, 2008. (BibTeX) (More info)
8. D. Zhang, M. Chen, L. Spaanenburg:
   Remote Gaming by Deliberate Cellphone Movement
   1st International Conference on Information Technology, 2008, IEEE Int. Conference on Information Technology (IT), Gdansk, Poland, pp. 57-60, 2008-05-18. (BibTeX) (More info)

2007

9. S. Malki, L. Spaanenburg:
   Digital Arithmetic Needs of Cellular Neural Networks (CNN)
   SEA-Publications, Euromicro Conference on Digital System Design (DSD), Luebeck, Germany, Vol. SEA-SR-16, 2007-08. (BibTeX) (More info)
10. S. Malki, L. Spaanenburg:
    Efficiency considerations for DT-CNN hardware
    Proceedings MWSCAS NEWCAS, Montreal, pp. 189-192, 2007-08. (BibTeX) (More info)
11. S. Malki, L. Spaanenburg:
    Bit-Serial Approach Moves DT-CNN into Real-Time
    Proceedings SSoCC2007, Swedish System-on-Chip Conference (SSoCC), Fiskebäckskil, 2007-05. (BibTeX) (More info)
12. S. Malki, L. Spaanenburg:
    Hand Veins Feature Extraction using DT-CNNs
    Proceedings of SPIE, the International Society for Optical Engineering, Int. Symposium on Microtechnologies for the New Millennium, Maspalomas, Vol. 6590, 2007-05. (BibTeX) (More info)
13. S. Malki, L. Spaanenburg:
    Veins feature extraction using DT-CNNS - art. no. 65900N
    Conference on VLSI Circuits and Systems III, Maspalomas, SPAIN, Vol. 6590, pp. N5900-N5900, May 02-04, 2007. (BibTeX) (More info)
14. C. Wang, X. Yang, L. Spaanenburg, R. Peset Llopis:
    Impact of shared data in MPEG-4 H.264/AVC parallelisation
    SEA-Publications, Euromicro Conference on Digital System Design (DSD), Luebeck, Vol. SEA-SR-16, 2007-08. (BibTeX) (More info)
15. L. Spaanenburg:
    Early detection of abnormal emergent behaviour
    Proceedings European Signal Processing Conference, EUSIPCO, Poznan, pp. 1741-1744, 2007-09. (BibTeX) (More info)
16. W. H. Fang, L. Spaanenburg:
    Power-driven FPGA to ASIC conversion
    Proceedings of SPIE, the International Society for Optical Engineering, Int. Symposium on Microtechnologies for the New Millennium, Maspalomas, Vol. 6590, 2007-05. (BibTeX) (More info)

2006

17. S. Malki, W. H. Fang, L. Spaanenburg:
    General introduction to ASIC design
    Proceedings EWME, Sixth European Workshop on Microelectronics Education (EWME), Stockholm, pp. 15-18, 2006-06-08/2006-06-09. (BibTeX) (More info)
18. S. Malki, Y. Fuqiang, L. Spaanenburg:
    Vein feature extraction using DT-CNNs
    10th International Workshop on Cellular Neural Networks and Their Applications, 2006. CNNA '06., 10th International Workshop on Cellular Neural Networks and their Applications (CNNA), Istanbul, pp. 307-312, 2006-08-28/2006-08-30. (BibTeX) (More info)
19. S. Malki, G. Deepak, V. Mohanna, M. Ringhofer, L. Spaanenburg:
    Velocity measurement by a vision sensor
    2006 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (IEEE Cat. No. 06EX1332), IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA), La Coruna, Spain, pp. 135-140, 10-12 July 2006. (BibTeX) (More info)
20. L. Spaanenburg, B. Åkesson, A. Hansson, K. Goossens:
    Design method for Unconventional Computing
    Proceedings 10th IEEE Workshop on CNNA and their Applications, 10th Int. Workshop on Cellular Neural Networks and their Applications (CNNA), Istanbul, pp. 334-339, 2006-08-28/2006-08-30. (BibTeX) (More info)
21. H. A. E. Spaanenburg, J. Thompson, V. Abraham, L. Spaanenburg, W. H. Fang:
    The need for large local FPGA-accessible memories
    Proceedings ISCAS, IEEE Int. Symposium on Circuits and Systems (ISCAS), Kos, Greece, pp. 1957-1960, 2006-05. (BibTeX) (More info)
22. W. Fang, C. Wang, L. Spaanenburg:
    In search for a robust digital CNN system
    2006 10th International Workshop on Cellular Neural Networks and Their Applications (IEEE Cat No. 06TH8915C), 10th International Workshop on Cellular Neural Networks and Their Applications (CNNA), Istanbul, Turkey, 28-30 Aug. 2006. (BibTeX) (More info)
23. W. H. Fang, C. Wang, L. Spaanenburg:
    In search of a robust digital CNN system
    Proceedings of the 2006 10th IEEE International Workshop on Cellular Neural Networks and Their Applications, Istanbul, Turkey, pp. 328-333, Aug 28-30, 2006. (BibTeX) (More info)

2005

24. L. Spaanenburg, S. Malki:
    Artificial Life goes 'in Silico'
    AILS-05 Workshop, SAIS-SSLS Joint Workshop, Västerås, pp. 154-165, 2005-04-12/2005-04-14. (BibTeX) (More info)
25. L. Spaanenburg, S. Malki:
    Artificial life goes 'in silico'
    Proceedings of the 2005 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA), Giardini Naxos, Italy, pp. 267-272, 20-22 July 2005. (BibTeX) (More info)
26. S. Malki, A. Hansson, L. Spaanenburg, B. Akesson:
    ISO/OSI compliant network-on-chip implementation for CNN applications
    Proceedings of the SPIE - The International Society for Optical Engineering, Bioengineered and Bioinspired Systems II, Sevilla, Spain, Vol. 5839, No. 1, pp. 341-352, 9 May 2005. (BibTeX) (More info)
27. W. H. Fang, T. Johansson, L. Spaanenburg:
    Balancing BlockRAM and distributed RAM
    Proceedings SSoCC 2005, Swedish System-on-Chip Conference (SSoCC), Tammsvik, 2005. (BibTeX) (More info)
28. W. H. Fang, T. Johansson, L. Spaanenburg:
    Snow 2.0 IP core for trusted hardware
    Proceedings - 2005 International Conference on Field Programmable Logic and Applications, FPL, 2005 International Conference on Field Programmable Logic and Applications (FPL), Tampere, Finland, Vol. 2005, pp. 281-286, Aug 24-26 2005. (BibTeX) (More info)
29. L. Spaanenburg, S. Mohl:
    Self-similar module for FP/LNS arithmetic in high-performance FPGA systems
    Proceedings of SPIE - The International Society for Optical Engineering, VLSI Circuits and Systems II, Seville, Spain, Vol. 5837 PART II, pp. 880-887, May 9-11 2005. (BibTeX) (More info)

2004

30. B. Åkesson, A. Hansson, S. Malki, L. Spaanenburg:
    Sleipner
    Proceedings ProRISC, PRO-RISC, Veldhoven, The Netherlands, pp. 201-208, 2004-11. (BibTeX) (More info)
31. S. Malki, L. Spaanenburg:
    An exploration of digital CNN implementations
    Proceedings SSOCC, Swedish System-on-Chip Conference (SSoCC), Båstad, 2004-04-13/2004-04-14. (BibTeX) (More info)
32. S. Malki, L. Spaanenburg:
    On the packet-switched implementation of a discrete-time CNN
    Proceedings of the Euromicro Symposium on Digital System Design (DSD), Rennes, France, pp. 234-241, 31 Aug.-3 Sept. 2004. (BibTeX) (More info)
33. S. Malki, L. Spaanenburg, N. Ray:
    Neural vision sensors for surface defect detection
    2004 IEEE International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, pp. 3155-3160, 25-29 July 2004. (BibTeX) (More info)
34. T. Bergquist, J. Ahnlund, J. E. Larsson, L. Spaanenburg:
    Using correlation in MFM model design and validation
    Proceedings AILS-04 Workshop, SAIS-SSLS Joint Workshop, Lund, 2004-04. (BibTeX) (More info)
35. M. H. terBrugge, J. A. G. Nijhuis, L. Spaanenburg:
    Optimal decomposition of large-neighborhood CNN templates
    Proceedings 8th CNNA, Int. Workshop on Cellular Networks and their Applications (CNNA), Budapest, Hungary, pp. 160-165, 2004-07-22/2004-07-24. (BibTeX) (More info)
36. M. vanVeelen, L. Spaanenburg:
    Early detection of abnormal network behavior
    Proceedings AILS-04 Workshop, SAIS-SSLS Joint Workshop, Lund, pp. 54-59, 2004-04. (BibTeX) (More info)
37. C. Grunditz, M. Walder, L. Spaanenburg:
    Constructing a neural system for surface inspection
    2004 IEEE International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, pp. 1881-1886, 25-29 July 2004. (BibTeX) (More info)

2003

38. S. Malki, L. Spaanenburg, B. J. vanderZwaag:
    It takes a winner to take his share
    Proceedings ProRisc?03, PRO-RISC, Veldhoven, The Netherlands, pp. 517-522, 2003-11. (BibTeX) (More info)
39. L. Spaanenburg, A. Lundgren, S. Malki, C. H, Slump:
    Embedded sensory systems based on topographic maps
    Proceedings Progress 03, Utrecht, pp. 232-237, 2003. (BibTeX) (More info)
40. S. Malki, L. Spaanenburg:
    Searching maps by CNNs on an FPGA
    SNN/STW workshop "Lerende Oplossingen", Nijmegen, 2003. (BibTeX) (More info)
41. B. J. vanderZwaag, S. Malki, L. Spaanenburg:
    Preparing a network structure for rule extraction
    SNN/STW workshop "Lerende Oplossingen", Nijmegen, 2003. (BibTeX) (More info)
42. S. Malki, L. Spaanenburg:
    CNN image processing on a Xilinx Virtex-II 6000
    Proceedings of the 16th European Conference on Circuit Theory and Design, ECCTD'03, European Conference on Circuit Theory and Design (ECCTD), Cracow, Poland, pp. III-261-III-4, 1-4 Sept. 2003. (BibTeX) (More info)
43. J. Ahnlund, T. Bergquist, J. E. Larsson, L. Spaanenburg:
    Intelligent reduction of nuisance alarms in process control
    Notes SAIS/SSLS Joint Workshop, SAIS-SSLS Joint Workshop, Örebro, 2003-04. (BibTeX) (More info)
44. T. Bergquist, J. Ahnlund, J. E. Larsson, L. Spaanenburg:
    Signal processing and alarm handling in process control
    Proceedings of the 16th European Conference on Circuit Theory and Design, ECCTD'03, European Conference on Circuit Theory and Design (ECCTD), Cracow, Poland, pp. III-369-III-72, 1-4 Sept. 2003. (BibTeX) (More info)
45. B. van der Zwaag, K. Slump, L. Spaanenburg:
    On the analysis of neural networks for image processing
    Lecture Notes in Computer Science (Knowledge-Based Intelligent Information and Engineering Systems, Proceedings Pt 2), 7th Int. Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES), Oxford, UK, Vol. 2774, pp. 950-957, September 3-5, 2003. (BibTeX) (More info)
46. B. J. vanderZwaag, L. Spaanenburg, C. Slump:
    Translating feed-forward nets to SOM-like maps
    Proceedings ProRisc?03, PRO-RISC, Veldhoven, The Netherlands, pp. 447-452, 2003-11-26/2003-11-27. (BibTeX) (More info)
47. L. Spaanenburg, R. Alberts, C. H. Slump, B. J. vanderZwaag:
    Natural learning of neural networks by reconfiguration
    SPIE Proceedings on Bioengineered and Bioinspired Systems, SPIE Conference on Bioengineered and Bioinspired Systems, Maspalomas, Gran Canaria, Vol. 5119, pp. 273-284, 2003-05. (BibTeX) (More info)

2002

48. B. J. vanderZwaag, C. H. Slump, L. Spaanenburg:
    Analysis of neural networks for edge detection
    Proceedings of the ProRISC Workshop on Circuits, Systems and Signal Processing, ProRisc, Veldhoven, The Netherlands, pp. 580-586, 2002-11-28/2002-11-29. (BibTeX) (More info)
49. L. Spaanenburg, R. Alberts:
    On integrated test of embedded components
    Proceedings 3rd Progress Workshop, ProGress Workshop, Utrecht, The Netherlands, pp. 224-229, 2002-10. (BibTeX) (More info)
50. M. H. t. Brugge, J. A. G. Nijhuis, L. Spaanenburg:
    Morphological Template Decomposition for DT-CNN
    Proceedings BNAIC?02, Belgium/Netherlands Conference on Artificial Conference (BNAIC), Leuven, Belgium, pp. 35-42, 2002-10. (BibTeX) (More info)
51. B. J. vanderZwaag, C. H. Slump, L. Spaanenburg:
    Process Identification through modular neural networks and rule extraction
    Proceedings of the Fourteenth Belgium/Netherlands Conference on Artificial Intelligence (BNAIC'02), Belgium/Netherlands Conference on Artificial Intelligence (BNAIC), Leuven, Belgium, pp. 507-508, 2002-10-21/2002-10-22. (BibTeX) (More info)
52. B. J. vanderZwaag, C. H. Slump, L. Spaanenburg:
    Process Identification through modular neural networks and rule extraction
    Proceedings FLINS 2002, 5th International Conference on Computational Intelligent Systems for Applied Research (FLINS), Gent, Belgium, pp. 268-277, 2002-09-16/2002-09-18. (BibTeX) (More info)
53. J. A. G. Nijhuis, A. Broersma, L. Spaanenburg:
    A modular neural network classifier for the recognition of occluded characters in automatic license plate reading
    COMPUTATIONAL INTELLIGENT SYSTEMS FOR APPLIED RESEARCH : Proceedings of the 5th International FLINS Conference, 5th International Conference on Computational Intelligent Systems for Applied Research (FLINS), Gent, Belgium, pp. 363-372, 2002-09-16/2002-09-18. (BibTeX) (More info)
54. M. H. t. Brugge, J. A. G. Nijhuis, L. Spaanenburg:
    Composite morphological functions for DT-CNNs
    Proceedings of the 7th IEEE International Workshop on Cellular Neural Networks and their Applications CNNA2002, 7th IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA), Frankfurt, pp. 587-594, 2002-07-22/2002-07-24. (BibTeX) (More info)
55. B. J. vanderZwaag, L. Spaanenburg, C. H. Slump:
    Analysis of neural networks in terms of domain functions
    3rd IEEE Signal Processing Symposium SPS 02, 3rd IEEE Benelux Signal Processing Symposium (SPS), Leuven, Belgium, pp. 237-240, 2002-03-21/2002-03-22. (BibTeX) (More info)
56. L. Spaanenburg, C. H. Slump, R. S. Venema, B. J. vanderZwaag:
    Preparing for knowledge extraction in modular neural networks
    3rd IEEE Signal Processing Symposium SPS'02, 3rd IEEE Benelux Signal Processing Symposium (SPS), Leuven, Belgium, pp. 121-124, 2002-03-21/2002-03-22. (BibTeX) (More info)
57. L. Spaanenburg, S. Achterop, C. H. Slump, B. J. vanderZwaag:
    Molding the knowledge in modular neural networks
    Learning Solutions (SNN/STW workshop "Lerende Oplossingen" ), Nijmegen, pp. 25-26, 2002-06-14. (BibTeX) (More info)
58. B. J. VanderZwaag, C. H. Slump, L. Spaanenburg:
    Analysis of neural networks through base functions
    SNN/STW workshop "Lerende Oplossingen", Nijmegen, 2002. (BibTeX) (More info)

1. S. Malki, Y. Fuqiang, L. Spaanenburg:
   Hand Veins Feature Extraction using DTCNNs
   Proceedings SSoCC, Swedish System-on-Chip Conference (SSoCC), Kolmården, Sweden, 2006-05-04/2006-05-05. (BibTeX) (More info)
2. S. Malki, G. Deepak, V. Mohanna, M. Ringhofer, L. Spaanenburg:
   A CNN hardware-only approach to speed measurement
   Swedish System-on-Chip Conference (SSoCC), Kolmården, 2006-05-04/2006-05-05. (BibTeX) (More info)
3. C. H. Grunditz, M. Walder, L. Spaanenburg:
   Constructing a neural system for surface inspection
   SAIS Workshop, SAIS-SSLS Joint Workshop, Lund, pp. 68-73, 2004-04-15/16. (BibTeX) (More info)

1. S. Malki, L. Spaanenburg, N. Ray:
   Image stream processing on a packet-switched discrete-time CNN
   Proceedings of the 16th Belgium-Netherlands Conference on Artificial Intelligence, Belgium/Netherlands Conference on Artificial Intelligence (BNAIC), University of Groningen, pp. 333-334, 2004-10-21/2004-10-22. (BibTeX) (More info)

1. B. Mesman, L. Spaanenburg, E. Brinksma, E. Deprettere, E. Verhulst, F. Timmer, H. van Gageldonk, L. D. J. Eggermont, R. van Leuken, T. Krol, W. Hendriksen:
   Embedded Systems Roadmap 2002
   ISBN 90-73461-30-8, Technology Foundation (STW), Utrecht (The Netherlands), 2002. (BibTeX) (More info)