Engineering applications of the self-organizing map
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Erkki Oja | Olli Simula | Ari Visa | Teuvo Kohonen | Jari Kangas | E. Oja | T. Kohonen | J. Kangas | O. Simula | Aari Visa | Aari Visa
[1] Allen Gersho,et al. On the structure of vector quantizers , 1982, IEEE Trans. Inf. Theory.
[2] Kevin Warwick,et al. Neural networks for power systems alarm handling , 1992, Neurocomputing.
[3] Jesús Cid-Sueiro,et al. Self-Organizing Feature Maps and Their Application to Digital Coding of Information , 1991, IWANN.
[4] Olli Simula,et al. Process State Monitoring Using Self-Organizing Maps , 1992 .
[5] C. von der Malsburg,et al. Distortion invariant object recognition by matching hierarchically labeled graphs , 1989, International 1989 Joint Conference on Neural Networks.
[6] T. Fritsch,et al. Communication network routing using neural nets-numerical aspects and alternative approaches , 1991, [Proceedings] 1991 IEEE International Joint Conference on Neural Networks.
[7] Allen Gersho,et al. Asymptotically optimal block quantization , 1979, IEEE Trans. Inf. Theory.
[8] R. Gray,et al. Vector quantization , 1984, IEEE ASSP Magazine.
[9] G. L. Sicuranza,et al. Application of ordered codebooks to image coding , 1993, Neural Networks for Signal Processing III - Proceedings of the 1993 IEEE-SP Workshop.
[10] Helge Ritter,et al. Local PSOMs and Chebyshev PSOMs -Improving the Parametrised Self-Organizing Maps , 1995 .
[11] Cad La. APPLICATION OF FUZZY NEURAL COMPUTING IN CIRCUIT PARTITIONING , 1992 .
[12] A. El-Jaroudi,et al. A study on the partitioning capabilities of two-layer neural networks , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[13] Phuoc Tran-Gia,et al. Classification of Parkinson rating-scale-data using a selforganising neural net , 1993, IEEE International Conference on Neural Networks.
[14] Teuvo Kohonen,et al. Things you haven't heard about the self-organizing map , 1993, IEEE International Conference on Neural Networks.
[15] Olli Simula,et al. Process Monitoring and Visualization Using Self-Organizing Maps , 1995 .
[16] Gilles Burel,et al. Image compression using topological maps and MLP , 1993, IEEE International Conference on Neural Networks.
[17] T. Fritsch,et al. An integrated approach to cellular mobile communication planning using traffic data prestructured by a self-organizing feature map , 1993, IEEE International Conference on Neural Networks.
[18] Heikki N. Koivo,et al. Application of artificial neural networks in process fault diagnosis , 1991, Autom..
[19] Kazuo Kyuma,et al. 10000 cell placement optimization using a self-organizing map , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).
[20] T. Kohonen. SELF-ORGANIZING MAPS: OPHMIZATION APPROACHES , 1991 .
[21] Ahmed Hemani. Self-organisation and its application to binding , 1993, The Sixth International Conference on VLSI Design.
[22] Knut Möller. A Multiassociative Memory for Control , 1993 .
[23] D. A. Mlynski,et al. Floorplan design using a hierarchical neural learning algorithm , 1991, 1991., IEEE International Sympoisum on Circuits and Systems.
[24] Wolfgang Trümper. Ein neuronales Netz als lernende Steuerung/ A neural network as a self-learning controller , 1992 .
[25] Stan Davis,et al. Comparison of Parametric Representations for Monosyllabic Word Recognition in Continuously Spoken Se , 1980 .
[26] P. Morasso,et al. The "capture effect": a new self-organizing network for "adaptive resolution" clustering in changing environments , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[27] Les E. Atlas,et al. A comparison of the LBG algorithm and Kohonen neural network paradigm for image vector quantization , 1990, International Conference on Acoustics, Speech, and Signal Processing.
[28] László Monostori,et al. Convergence Behaviour of Connectionist Models in Large Scale Diagnostic Problems , 1992, IEA/AIE.
[29] Dagmar Niebur,et al. Unsupervised Neural Net Classification of Power System Static Security States , 1991 .
[30] Barry G. Grossman,et al. Composite damage assessment employing an optical neural network processor and an embedded fiber-optic sensor array , 1991, Other Conferences.
[31] Ari Visa,et al. A texture classifier based on neural network principles , 1990, 1990 IJCNN International Joint Conference on Neural Networks.
[32] Ewald von Puttkamer,et al. SPIN Learning and Forgetting Surface Classifications with Dynamic Neural Networks , 1993 .
[33] Timo Sorsa,et al. Neural networks in process fault diagnosis , 1991, IEEE Trans. Syst. Man Cybern..
[34] Mikko Kurimo,et al. Hybrid training method for tied mixture density hidden Markov models using learning vector quantization and Viterbi estimation , 1994, Proceedings of IEEE Workshop on Neural Networks for Signal Processing.
[35] Haluk Toral,et al. Flow rate measurement in air-water horizontal pipeline by neural networks , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).
[36] Geoffrey E. Hinton,et al. Phoneme recognition using time-delay neural networks , 1989, IEEE Trans. Acoust. Speech Signal Process..
[37] Olli Simula,et al. Start-up behaviour of a neural network assisted decision feedback equaliser in a two-path channel , 1992, [Conference Record] SUPERCOMM/ICC '92 Discovering a New World of Communications.
[38] Tang Haitao,et al. The Optimal Utilization of Multi-Service SCP , 1997 .
[39] Daniele D. Caviglia,et al. Pre-placement of VLSI blocks through learning neural networks , 1990, Proceedings of the European Design Automation Conference, 1990., EDAC..
[40] Ray J. Frank,et al. Dynamic competitive learning applied to the clone detection problem , 1995 .
[41] Ari Visa,et al. Identification of stochastic textures with multiresolution features and self-organizing maps , 1990, [1990] Proceedings. 10th International Conference on Pattern Recognition.
[42] N. Kashiwagi,et al. Heating and cooling load prediction using a neural network system , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).
[43] John G. Proakis,et al. Advances in Equalization for Intersymbol Interference , 1975 .
[44] J.A. Corral,et al. Image compression via optimal vector quantization: a comparison between SOM, LBG and k-means algorithms , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[45] Toru Yamaguchi,et al. An Adaptive Control with Fuzzy Associative Memory System , 1991 .
[46] Olli Simula,et al. Representation and Identification of Fault Conditions of an Anaesthesia System by Means of the Self-Organizing Map , 1994 .
[47] Olli Simula,et al. Experiences from operational cloud classifier based on self-organizing map , 1994, Defense, Security, and Sensing.
[48] M. Ishikawa. Structural learning and its applications to rule extraction , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[49] S. Carrato. Image vector quantization using ordered codebooks: Properties and applications , 1994, Signal Process..
[50] Ahmed Hemani,et al. Cell placement by self-organisation , 1990, Neural Networks.
[51] Pei-Yung Hsiao,et al. Force directed self-organizing maps for L-shaped cell placement using delta learning rule , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[52] L. Raffo,et al. Neural clustering algorithms for classification and pre-placement of VLSI cells , 1992, CompEuro 1992 Proceedings Computer Systems and Software Engineering.
[53] Cheng-Yuan Liou,et al. Diagnoses for machine vibrations based on self-organization neural network , 1991, Proceedings IECON '91: 1991 International Conference on Industrial Electronics, Control and Instrumentation.
[54] Erkki Oja,et al. Randomized hough transform (rht) : Basic mech-anisms, algorithms, and computational complexities , 1993 .
[55] Nasser M. Nasrabadi,et al. Vector quantization of images based upon the Kohonen self-organizing feature maps , 1988, IEEE 1988 International Conference on Neural Networks.
[56] Erkki Oja,et al. Self - Organizing Maps and Computer Vision , 1992 .
[57] Hiroshi Furukawa,et al. A systematic method for rational definition of plant diagnostic symptoms by self-organizing neural networks , 1996, Neurocomputing.
[58] W. Trümper. Ein neuronales Netz als lernende Steuerung , 1992 .
[59] Ahmed Hemani,et al. Scheduling by Self-organization , 1990 .
[60] E. A. Riskin,et al. Ordered neural maps and their applications to data compression , 1991, Neural Networks for Signal Processing Proceedings of the 1991 IEEE Workshop.
[61] Olli Simula,et al. Neural adaptation for optimal traffic shaping in telephone systems , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.
[62] D. A. Mlynski,et al. Neural somatotopical mapping for VLSI placement optimization , 1991, [Proceedings] 1991 IEEE International Joint Conference on Neural Networks.
[63] Heikki N. Koivo,et al. Application of Neural Networks in the Detection of Breaks in a Paper Machine , 1992 .
[64] Karl-Heinz Becks,et al. Analysing Particle Jets with Artificial Neural Networks , 1992, IEA/AIE.
[65] R. Sadananda,et al. Topological maps for VLSI placement , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).
[66] A. J. Germond,et al. Impulse Test Fault Diagnosis on Power Transformers Using Kohonen"s Self-Organizing Neural Network , 1991 .
[67] Katsunari Shibata,et al. Self-Organization Capability for Eliminating Defective Neurons in Neural Network LSIs , 1992 .
[68] R. Perfetti,et al. Shear velocity estimation by the combined use of supervised and unsupervised neural networks , 1990, International Conference on Acoustics, Speech, and Signal Processing.
[69] Xin Feng,et al. Nonlinear estimation of torque in switched reluctance motors using grid locking and preferential training techniques on self-organizing neural networks , 1992, [Proceedings 1992] IJCNN International Joint Conference on Neural Networks.
[70] John W. Sammon,et al. A Nonlinear Mapping for Data Structure Analysis , 1969, IEEE Transactions on Computers.
[71] Chrysostomos L. Nikias,et al. Adaptive equalization for PAM and QAM signals with neural networks , 1991, [1991] Conference Record of the Twenty-Fifth Asilomar Conference on Signals, Systems & Computers.
[72] D. Niebur,et al. Power system static security assessment using the Kohonen neural network classifier , 1991 .
[73] Heikki Riittinen,et al. Spectral classification of phonemes by learning subspaces , 1979, ICASSP.
[74] C.-X. Zhang,et al. VLSI-placement with a neural network model , 1990, IEEE International Symposium on Circuits and Systems.
[75] Olli Simula,et al. PERFORMANCE EVALUATION OF SELF-ORGANIZING MAP BASED NEURAL EQUALIZERS IN DYNAMIC DISCRETE-SIGNAL DETECTION , 1991 .
[76] Stephen P. Luttrell,et al. Derivation of a class of training algorithms , 1990, IEEE Trans. Neural Networks.
[77] J. Lampinen,et al. Unsupervised Learning for Feature Extraction , 1994 .
[78] Teuvo Kohonen,et al. The 'neural' phonetic typewriter , 1988, Computer.
[79] M. A. Javed,et al. Process monitoring using auto-associative, feed-forward artificial neural networks , 1993, J. Intell. Manuf..
[80] Juha Tuominen,et al. PROCESS ERROR DETECTION USING SELF-ORGANIZING FEATURE MAPS , 1991 .
[81] Arnaldo D'Amico,et al. Sensor arrays and Self-Organizing Maps for Odour Analysis in Artificial Olfactory Systems , 1994 .
[82] Teuvo Kohonen,et al. The self-organizing map , 1990 .
[83] Teuvo Kohonen,et al. Self-Organizing Maps , 2010 .
[84] R. Fischl,et al. Application of neural networks to power system security: technology and trends , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[85] Jari Kangas. Phoneme recognition using time-dependent versions of self-organizing maps , 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.
[86] Timo Sorsa,et al. APPLICATION OF ARTIFICIAL NEURAL NETWORKS IN PROCESS FAULT DIAGNOSIS , 1992 .
[87] Wolfgang Rosenstiel,et al. Identification of Car Body Steel by an optical on line System and a Kohonen’s self-organizing Map , 1993 .
[88] Giovanni Poggi,et al. Codebook ordering techniques for address-predictive VQ , 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.
[89] J. Makhoul,et al. Vector quantization in speech coding , 1985, Proceedings of the IEEE.
[90] Olli Simula,et al. Improving design feedback equaliser performance using neural networks , 1991 .
[91] Hiroyuki Mori,et al. An artificial neural-net based technique for power system dynamic stability with the Kohonen model , 1991 .
[92] Chong-Min Kyung,et al. Global placement of macro cells using self-organization principle , 1991, 1991., IEEE International Sympoisum on Circuits and Systems.
[93] Jari Kangas. Sample weighting when training self-organizing maps for image compression , 1995, Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing.
[94] Nirwan Ansari,et al. A neural network model to configure maps for a satellite communication network , 1990, [Proceedings] GLOBECOM '90: IEEE Global Telecommunications Conference and Exhibition.
[95] Olli Simula,et al. Neural detection of QAM modulation in the presence of interference , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.
[96] Jouko Lampinen,et al. Distortion tolerant pattern recognition based on self-organizing feature extraction , 1995, IEEE Trans. Neural Networks.
[97] H. Kuwano,et al. Applying a self-organizing map to sensor-array characterization , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).
[98] T. Mita,et al. Fuzzy adaptive control with an associative memory system , 1991 .
[99] Heikki Hyötyniemi. Optimal Control of Dynamic Systems Using Self-Organizing Maps , 1993 .
[100] Michael Cain,et al. Criteria for choosing connectionist paradigms for real-time data fusion and adaptive discrimination , 1988, Neural Networks.
[101] D. S. Bradburn. Reducing transmission error effects using a self-organizing network , 1989, International 1989 Joint Conference on Neural Networks.
[102] Yuan-Yih Hsu,et al. Design of artificial neural networks for short-term load forecasting. I. Self-organising feature maps for day type identification , 1991 .
[103] D. Niebur,et al. Power flow classification for static security assessment , 1991, Proceedings of the First International Forum on Applications of Neural Networks to Power Systems.
[104] Helge Ritter,et al. Parametrized Self-Organizing Maps , 1993 .
[105] V. Tryba,et al. Artificial self-organizing neural network for partial discharge source recognition , 1993 .
[106] T. Yamaguchi,et al. FUZZY ASSOCIATIVE MEMORY APPLICATIONS TO CONTROL , 1991 .
[107] R.M. Haralick,et al. Statistical and structural approaches to texture , 1979, Proceedings of the IEEE.
[108] Nirwan Ansari,et al. The performance evaluation of a new neural network based traffic management scheme for a satellite communication network , 1991, IEEE Global Telecommunications Conference GLOBECOM '91: Countdown to the New Millennium. Conference Record.
[109] Karl Goser,et al. Selbstorganisierende Parameterkarten zur Prozeßüberwachung und -voraussage , 1989, Wissensbasierte Systeme.
[110] Ahmed Hemani,et al. A neural net based self organising scheduling algorithm , 1990, Proceedings of the European Design Automation Conference, 1990., EDAC..
[111] Richard W. Conners,et al. A Theoretical Comparison of Texture Algorithms , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[112] Ossi Taipale,et al. Optimization and simulation of quality properties in paper machine with neural networks , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[113] Yu Jilai,et al. A new fast method for supplying measures to avoid the high voltage mode of electromagnetic voltage transformer , 1991, Proceedings of the First International Forum on Applications of Neural Networks to Power Systems.
[114] J. A. Naylor. A neural network algorithm for enhancing delta modulation/LPC tandem connections , 1990, International Conference on Acoustics, Speech, and Signal Processing.
[115] Rajab Challoo,et al. Multiple sensor target classification using an unsupervised hybrid neural network , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[116] Kevin Warwick,et al. Application of augmented-output self organizing feature maps to the adaptive control problem , 1990 .
[117] Teuvo Kohonen,et al. Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map , 1996, Biological Cybernetics.
[118] L. Peh,et al. Information measure of knowledge extracted from neurons as a tool for analyzing Boolean learning in artificial neural networks , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.
[119] Teuvo Kohonen,et al. Improved versions of learning vector quantization , 1990, 1990 IJCNN International Joint Conference on Neural Networks.
[120] Ali Habibi. Neural networks in bandwidth compression , 1991, Optics & Photonics.
[121] Robert M. Haralick,et al. Textural Features for Image Classification , 1973, IEEE Trans. Syst. Man Cybern..
[122] L. J. Scaglione. Neural network application to particle impact noise detection , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).
[123] L. R. Rabiner,et al. An introduction to the application of the theory of probabilistic functions of a Markov process to automatic speech recognition , 1983, The Bell System Technical Journal.
[124] Jouko Lampinen,et al. Self-Organizing Maps for Spatial and Temporal AR Models , 1989 .
[125] V. Tryba,et al. Digital circuit partition by self-organizing maps: a comparison to classical methods , 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).
[126] T. Kohonen,et al. Statistical pattern recognition with neural networks: benchmarking studies , 1988, IEEE 1988 International Conference on Neural Networks.
[127] Nasser M. Nasrabadi,et al. Image coding using vector quantization: a review , 1988, IEEE Trans. Commun..
[128] Teuvo Kohonen,et al. Developments and applications of the self-organizing map and related algorithms , 1996 .
[129] Thomas Fritsch. Cellular Mobile Communication Design Using Self-Organizing Feature Maps , 1994 .
[130] Olli Simula,et al. Self-Organizing Feature Maps in Texture Classification and Segmentation , 1992 .
[131] A. J. Germond,et al. Load forecasting on an electrical system with the aid of the Kohonen neural network , 1992 .
[132] Ray-I Chang,et al. Force directed self-organizing map and its application to VLSI cell placement , 1993, IEEE International Conference on Neural Networks.
[133] Helge Ritter. Parametrized Self-Organizing Maps for Vision Learning Tasks , 1994 .
[134] Teuvo Kohonen,et al. Mapping content dependent acoustic information into context independent form by LVQ , 1994, Speech Commun..
[135] Erkki Oja,et al. From Situations to Actions: Motion Behavior Learning by Self-Organization , 1993 .
[136] Alfred Ultsch,et al. Self Organized Feature Maps for Monitoring and Knowledge Aquisition of a Chemical Process , 1993 .
[137] Olli Simula,et al. Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection , 1990, 1990 IJCNN International Joint Conference on Neural Networks.
[138] Dennis Gabor,et al. Theory of communication , 1946 .
[139] M. A. Jabri,et al. A new self-organisation strategy for floorplan design , 1992, [Proceedings 1992] IJCNN International Joint Conference on Neural Networks.
[140] R. Frank,et al. Clone detection in telecommunications software systems : a neural net approach , 1994 .
[141] Azriel Rosenfeld,et al. A Comparative Study of Texture Measures for Terrain Classification , 1975, IEEE Transactions on Systems, Man, and Cybernetics.