Mikko Lehtokangas

According to our database, Mikko Lehtokangas authored at least 49 papers between 1993 and 2004.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2004

Estimating movements of a robotic manipulator by hybrid constructive neural networks.

Jani J. T. Lahnajärvi, Mikko Lehtokangas, Jukka Saarinen

Neurocomputing, 2004

Complex RPROP-algorithm for neural network equalization of GSM data bursts.

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen

Neurocomputing, 2004

2003

On center locating in RBF network equalization in the GSM system.

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the NNSP 2003, 2003

On radial basis function network equalization in the GSM system.

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002

Evaluation of constructive neural networks with cascaded architectures.

Jani J. T. Lahnajärvi, Mikko Lehtokangas, Jukka Saarinen

Neurocomputing, 2002

Fuzzy detection of EEG alpha without amplitude thresholding.

Eero Huupponen, Sari-Leena Himanen, Alpo Värri, Joel Hasan, Antti Saastamoinen, Mikko Lehtokangas, Jukka Saarinen

Artif. Intell. Medicine, 2002

2000

Modified cascade-correlation learning for classification.

Mikko Lehtokangas

IEEE Trans. Neural Networks Learn. Syst., 2000

Determining the number of centroids for CMLP network.

Mikko Lehtokangas

Neural Networks, 2000

Fast Learning Using Multilayer Perceptron Networks with Adaptive Centroid Layer.

Mikko Lehtokangas

Int. J. Pattern Recognit. Artif. Intell., 2000

Modified constructive backpropagation for regression.

Mikko Lehtokangas

Neurocomputing, 2000

On equalization with maximum covariance initialized cascade-correlation learning.

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Scatter compensation in digital radiography.

Vesa Onnia, Vesa Varjonen, Mari Lehtimaki, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

Pattern recognition with novel support vector machine learning method.

Mikko Lehtokangas

Proceedings of the 10th European Signal Processing Conference, 2000

Comparison of fuzzy reasoning and Autoassociative MLP in sleep spindle detection.

Eero Huupponen, Alpo Värri, Joel Hasan, Sari-Leena Himanen, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

Adaptive channel equalization using classification trees.

Taneli Haverinen, Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

Support vector method for minutiae detection in fingerprint images.

Adrian Burian, Marius Tico, Mikko Lehtokangas, Pauli Kuosmanen, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

1999

Fast initialization for cascade-correlation learning.

Mikko Lehtokangas

IEEE Trans. Neural Networks, 1999

Constructive Backpropagation for Recurrent Networks.

Mikko Lehtokangas

Neural Process. Lett., 1999

Modelling with constructive backpropagation.

Mikko Lehtokangas

Neural Networks, 1999

Neural Network Based Digit Recognition System for Voice Dialling in Noisy Environments.

Petri Salmela, Mikko Lehtokangas, Jukka Saarinen

Inf. Sci., 1999

Feedforward Neural Network with Adaptive Reference Pattern Layer.

Mikko Lehtokangas

Int. J. Neural Syst., 1999

MLP network for enhancement of noisy MFCC vectors.

Hemmo Haverinen, Petri Salmela, Juha Häkkinen, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Robust speaker adaptation of continuous density HMMS using multilayer perceptron network.

Mikko Harju, Petri Salmela, Olli Viikki, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Time series modelling with recurrent CBP.

Mikko Lehtokangas

Proceedings of the International Joint Conference Neural Networks, 1999

Improved CBP learning with output bias decomposition.

Mikko Lehtokangas

Proceedings of the International Joint Conference Neural Networks, 1999

On optimal usage of centroid units in CMLP network.

Mikko Lehtokangas

Proceedings of the International Joint Conference Neural Networks, 1999

On weight initialization in cascade-correlation learning.

Mikko Lehtokangas

Proceedings of the International Joint Conference Neural Networks, 1999

Adaptive training methods for optimal margin classification.

Mikko Lehtokangas

Proceedings of the International Joint Conference Neural Networks, 1999

Inverse PCA method for weight initialization in CMLP network.

Mikko Lehtokangas

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Modeling of speech signals using an optimal neural network structure based on the PMDL principle.

Xiao Ming Gao, Seppo J. Ovaska, Mikko Lehtokangas, Jukka Saarinen

IEEE Trans. Speech Audio Process., 1998

Centroid based Multilayer Perceptron Networks.

Mikko Lehtokangas, Jukka Saarinen

Neural Process. Lett., 1998

Waveform detection with RBF network - Application to automated EEG analysis.

Antti Saastamoinen, Timo Pietilä, Alpo Värri, Mikko Lehtokangas, Jukka Saarinen

Neurocomputing, 1998

Weight initialization with reference patterns.

Mikko Lehtokangas, Jukka Saarinen

Neurocomputing, 1998

Reference Pattern Weight Initialization for Equalization.

Mikko Lehtokangas

Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

Noisy Digit Recognition with MLP and HMMS Using Modified Cost Function in MCE Training.

Petri Salmela, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Initialization of MLP with Adaptive Neuron Specific Preprocessing Units.

Mikko Lehtokangas

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

On Training of MLP with Adaptive Neuron Specific Preprocessing Units.

Mikko Lehtokangas

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Fast Training with Maximum Covariance Initialized Centroid MLP.

Mikko Lehtokangas

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Improved neural network equalization by the use of maximum covariance weight initialization.

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the 9th European Signal Processing Conference, 1998

Weight initialization techniques.

Mikko Lehtokangas, Jukka Saarinen, Petri Salmela, Kimmo Kaski

Proceedings of the Algorithms and Architectures., 1998

1997

Short Term Electric Load Forecasting Using A Neural Network with Fuzzy Hidden Neurons.

Seppo Kuusisto, Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski

Neural Comput. Appl., 1997

Discriminative Isolated Digit Recognition in Noisy Environments Using Multilayer Perceptron Networks.

Petri Salmela, Kari Laurila, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996

Predictive minimum description length criterion for time series modeling with neural networks.

Mikko Lehtokangas, Jukka Saarinen, Pentti Huuhtanen, Kimmo Kaski

Neural Comput., 1996

Maximum covariance method for weight initialization of multilayer perceptron network.

Mikko Lehtokangas, Petri Korpisaari, Kimmo Kaski

Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996

1995

Fine-tuning Cascade-Correlation trained feedforward network with backpropagation.

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski

Neural Process. Lett., 1995

Initializing Weights of a Multilayer Perceptron Network by Using the Orthogonal Least Squares Algorithm.

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski, Pentti Huuhtanen

Neural Comput., 1995

Accelerating training of radial basis function networks with Cascade-Correlation algorithm.

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski

Neurocomputing, 1995

Simplified cascade-correlation learning.

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski

Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995

1993

Neural Network Optimization Tool Based on Predictive MDL Principle for Time Series Prediction.

Mikko Lehtokangas, Jukka Saarinen, Pentti Huuhtanen, Kimmo Kaski

Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993