Correlation-based feature detection using pulsed neural networks

Neural Networks for Signal Processing - Proceedings of the IEEE Workshop

Volumn 2003-January, Issue , 2003, Pages 479-488

  Heittmann, Arne ^a   Ramacher, Ulrich ^a  

^a INFINEON TECHNOLOGIES AG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

GABOR FILTERS; IMAGE PROCESSING; NEURAL NETWORKS; SIGNAL DETECTION; SIGNAL PROCESSING;

FEATURE DETECTION; FEATURE DETECTOR; INTENSITY GRADIENTS; LINEAR DETECTION; MEMBRANE POTENTIALS; PULSED NEURAL NETWORKS; RECEPTIVE FIELDS; TECHNICAL APPLICATIONS;

FEATURE EXTRACTION;

EID: 33750107953     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NNSP.2003.1318047     Document Type: Conference Paper

References (9)

1. A.Heittman, U.Ramacher, D.Matolin, J.Schreiter and R. Schiiffny, "An Analog VLSI Pulsed Neural Network for Image Segmentation Using Adaptive Connection Weights," ICANN 2002, pp. 1293-1298, 2002.
2. A.Knoblauch and G.Palm, "Spiking Associative Memory and Scene Segmentation hy Synchronization of Cortical Activity," Emergent Neural Computational Architectures, vol. 58, no. 6, pp. 407-427, 2001.
3. D.A.Pollen and S.F.Ronner, "Visual Cortical Neurons as Localized Spatial Frequency Filters," IEEE Transactions on Systems, Man, and Cybernetics, vol. 13, no. 5, pp. 907-916, 1983.
4. J. G. Daugman, "Two-Dimensional Spectral Analysis of Cortical Receptive Field Profile," Vision Research, vol. 20; pp. 847-856, 1980.
5. J. G. Daugman, "Uncertainty Relation for Resolut,ion in Space, Spatial Frequency, and Orientation Optimized by Two-Dimensional Visual Cortical Filters," J. of the Optical Society of Am., vol. 2, no. 7, pp. 1160-1169, 1985.
6. J.P.Jones and L.A.Palmer, "An Evaluation of the Two-Dimensional Gahor Filter Model of Simple Receptive Fields in Cat Striate Cortex," Journal of Neurophysiology, vol. 58, no. 6, pp. 1233-1258, 1987.
7. C. Mdsburg, "Am I thinking in Assemblies?' Brain Theory, vol. 58, no. 6, pp. 161-176, 1986.
8. S. hlarcelja, "Mathematical Description of the Responses of Simple Cortical Cells," J. of the Optical Society of Am., vol. 70, pp. 1297-1300, 1988.
9. B. Pearlmutter, "Time-Skew Hebb Rule in a Nonisopotential Neuron," Neural Computation, vol. 7, no. 4, pp. 706-712, 1995.