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1

Fine-tuning Cascade-Correlation trained feedforward network with backpropagation

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski

Journal:

Neural Processing Letters

Year:

1995

Language:

english

File:

PDF, 208 KB

english, 1995

2

FEEDFORWARD NEURAL NETWORK WITH ADAPTIVE REFERENCE PATTERN LAYER

LEHTOKANGAS, MIKKO

Journal:

International Journal of Neural Systems

Year:

1999

Language:

english

File:

PDF, 362 KB

english, 1999

3

Centroid based Multilayer Perceptron Networks

Mikko Lehtokangas, Jukka Saarinen

Journal:

Neural Processing Letters

Year:

1998

Language:

english

File:

PDF, 88 KB

english, 1998

4

Constructive Backpropagation for Recurrent Networks

Mikko Lehtokangas

Journal:

Neural Processing Letters

Year:

1999

Language:

english

File:

PDF, 53 KB

english, 1999

5

Waveform detection with RBF network – Application to automated EEG analysis

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

Journal:

Year:

1998

Language:

english

File:

PDF, 238 KB

english, 1998

6

FAST LEARNING USING MULTILAYER PERCEPTRON NETWORKS WITH ADAPTIVE CENTROID LAYER

LEHTOKANGAS, MIKKO

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2000

Language:

english

File:

PDF, 234 KB

english, 2000

7

A Study on Gender and Age Differences in Sleep Spindles

Huupponen, Eero, Himanen, Sari-Leena, V&auml, rri, Alpo, Hasan, Joel, Lehtokangas, Mikko, Saarinen, Jukka

Journal:

Neuropsychobiology

Year:

2002

Language:

english

File:

PDF, 226 KB

english, 2002

8

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

Lehtokangas, Mikko, Saarinen, Jukka, Kaski, Kimmo, Huuhtanen, Pentti

Journal:

Neural Computation

Year:

1995

Language:

english

File:

PDF, 746 KB

english, 1995

9

A network of autoregressive processing units for time series modeling

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski, Pentti Huuhtanen

Journal:

Applied Mathematics and Computation

Year:

1996

Language:

english

File:

PDF, 680 KB

english, 1996

10

Predictive Minimum Description Length Criterion for Time Series Modeling with Neural Networks

Lehtokangas, Mikko, Saarinen, Jukka, Huuhtanen, Pentti, Kaski, Kimmo

Journal:

Neural Computation

Year:

1996

Language:

english

File:

PDF, 532 KB

english, 1996

11

Modified constructive backpropagation for regression

Mikko Lehtokangas

Journal:

Year:

2000

Language:

english

File:

PDF, 275 KB

english, 2000

12

Burst Adaptive Equalization of Binary Data

Kantsila, Arto, Lehtokangas, Mikko, Saarinen, Jukka

Journal:

Journal of Intelligent Systems

Year:

1999

Language:

english

File:

PDF, 2.21 MB

english, 1999

13

Weight initialization with reference patterns

Mikko Lehtokangas, Jukka Saarinen

Journal:

Year:

1998

Language:

english

File:

PDF, 190 KB

english, 1998

14

Evaluation of constructive neural networks with cascaded architectures

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

Journal:

Year:

2002

Language:

english

File:

PDF, 237 KB

english, 2002

15

Fuzzy detection of EEG alpha without amplitude thresholding

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

Journal:

Artificial Intelligence in Medicine

Year:

2002

Language:

english

File:

PDF, 345 KB

english, 2002

16

Neural network based digit recognition system for voice dialling in noisy environments

Petri Salmela, Mikko Lehtokangas, Jukka Saarinen

Journal:

Information Sciences

Year:

1999

Language:

english

File:

PDF, 318 KB

english, 1999

17

Estimating movements of a robotic manipulator by hybrid constructive neural networks

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

Journal:

Year:

2004

Language:

english

File:

PDF, 290 KB

english, 2004

18

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

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski

Journal:

Year:

1995

Language:

english

File:

PDF, 478 KB

english, 1995

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