Jukka Saarinen

According to our database, Jukka Saarinen authored at least 114 papers between 1988 and 2021.

Collaborative distances:

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

2021

Design and management of image processing pipelines within CPS: Acquired experience towards the end of the FitOptiVis ECSEL Project.

Carlo Sau, Claudia Rinaldi, Luigi Pomante, Francesca Palumbo, Giacomo Valente, Tiziana Fanni, Marcos Martinez de Alejandro, Frank van der Linden, Twan Basten, Marc Geilen, Geran Peeren, Jirí Kadlec, Pekka Jääskeläinen, Lubomír Bulej, Francisco Barranco, Jukka Saarinen, Tero Säntti, Maria Katiuscia Zedda, Victor Sanchez, Shayan Tabatabaei Nikkhah, Dip Goswami, Guillermo Amat, Lukás Marsík, Mark van Helvoort, Luis Medina, Zaid Al-Ars, Ad de Beer

Microprocess. Microsystems, November, 2021

2020

Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project.

Luigi Pomante, Francesca Palumbo, Claudia Rinaldi, Giacomo Valente, Carlo Sau, Tiziana Fanni, Frank van der Linden, Twan Basten, Marc Geilen, Geran Peeren, Jirí Kadlec, Pekka Jääskeläinen, Marcos Martinez de Alejandro, Jukka Saarinen, Tero Säntti, Maria Katiuscia Zedda, Victor Sanchez, Dip Goswami, Zaid Al-Ars, Ad de Beer

Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

2019

The FitOptiVis ECSEL project: highly efficient distributed embedded image/video processing in cyber-physical systems.

Zaid Al-Ars, Twan Basten, Ad de Beer, Marc Geilen, Dip Goswami, Pekka Jääskeläinen, Jirí Kadlec, Marcos Martinez de Alejandro, Francesca Palumbo, Geran Peeren, Luigi Pomante, Frank van der Linden, Jukka Saarinen, Tero Säntti, Carlo Sau, Maria Katiuscia Zedda

Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019

2017

VisualLabel: An Integrated Multimedia Content Management and Access Framework.

Iftikhar Ahmad, Petri Rantanen, Pekka Sillberg, Jorma Laaksonen, Shuhua Liu, Thomas Forss, Aqdas Malik, Marko Nieminen, Rakshith Shetty, Satoru Ishikawa, Jarno Kallio, Jukka P. Saarinen, Moncef Gabbouj, Jari Soini

Proceedings of the Information Modelling and Knowledge Bases XXIX, 2017

2016

Sequence Prediction With Sparse Distributed Hyperdimensional Coding Applied to the Analysis of Mobile Phone Use Patterns.

Okko Johannes Räsänen, Jukka P. Saarinen

IEEE Trans. Neural Networks Learn. Syst., 2016

Pothole detection and tracking in car video sequence.

Ionut Schiopu, Jukka P. Saarinen, Lauri Kettunen, Ioan Tabus

Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

2015

Lossy-to-lossless progressive coding of depth-map images using competing constant and planar models.

Ionut Schiopu, Jukka P. Saarinen, Ioan Tabus

Proceedings of the 2015 International Conference on 3D Imaging, 2015

2012

Open Source, Open Innovation and Intellectual Property Rights - A Lightning Talk.

Terhi Kilamo, Imed Hammouda, Ville Kairamo, Petri Räsänen, Jukka P. Saarinen

Proceedings of the Open Source Systems: Long-Term Sustainability, 2012

Audio context recognition in variable mobile environments from short segments using speaker and language recognizers.

Tomi Kinnunen, Rahim Saeidi, Jussi Leppänen, Jukka Saarinen

Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

2011

Applying Open Source Practices and Principles in Open Innovation: The Case of the Demola Platform.

Terhi Kilamo, Imed Hammouda, Ville Kairamo, Petri Räsänen, Jukka P. Saarinen

Proceedings of the Open Source Systems: Grounding Research, 2011

Comparison of classifiers in audio and acceleration based context classification in mobile phones.

Okko Johannes Räsänen, Jussi Leppänen, Unto K. Laine, Jukka P. Saarinen

Proceedings of the 19th European Signal Processing Conference, 2011

2005

Document image binarization using the camera device in mobile phones.

Adrian Burian, Markku Vehvilainen, Mejdi Trimeche, Jukka Saarinen

Proceedings of the 2005 International Conference on Image Processing, 2005

A method of fingerprint image enhancement based on second directional derivatives.

Marius Tico, Markku Vehviläinen, Jukka Saarinen

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Comparative study of letter encoding for text-to-phoneme mapping.

Eniko Beatrice Bilcu, Jaakko Astola, Jukka Saarinen

Proceedings of the 13th European Signal Processing Conference, 2005

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

Multistage interconnection networks for parallel Viterbi decoders.

David Akopian, Jarmo Takala, Jukka Saarinen, Jaakko Astola

IEEE Trans. Commun., 2003

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

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen

Proceedings of the NNSP 2003, 2003

Multi-mode matrix quantizer for low bit rate LSF quantization.

Ulpu Sinervo, Jani Nurminen, Ari Heikkinen, Jukka Saarinen

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Perceptual irrelevancy removal in narrowband speech coding.

Marja Lahdekorpi, Jani Nurminen, Ari Heikkinen, Jukka Saarinen

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 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

On methods for perfect reconstruction WI speech coding with preprocessing.

Mikko Tammi, Ari Heikkinen, Jukka Saarinen

Speech Commun., 2002

Evaluation of constructive neural networks with cascaded architectures.

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

Neurocomputing, 2002

A discrete-time recurrent neural network for image restoration from its Fourier spectrum magnitudes.

Adrian Burian, Jukka Saarinen, Pauli Kuosmanen

Int. J. Comput. Syst. Signals, 2002

Trends in personal wireless data communications.

Marko Hännikäinen, Timo Hämäläinen, Markku Niemi, Jukka Saarinen

Comput. Commun., 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

A novel quantization scheme for the noise-like component in waveform interpolation speech coding.

Jani Nurminen, Ari Heikkinen, Jukka Saarinen

Proceedings of the IEEE International Conference on Acoustics, 2002

Application of the neural networks for text-to-phoneme mapping.

Eniko Beatrice Bilcu, Petri Salmela, Janne Suontausta, Jukka Saarinen

Proceedings of the 11th European Signal Processing Conference, 2002

2001

Implementing reactive closed-system specifications.

Harri Klapuri, Jarmo Takala, Jukka Saarinen

J. Netw. Comput. Appl., 2001

Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform.

Adrian Burian, Jukka Saarinen, Pauli Kuosmanen

Proceedings of the Bio-inspired Applications of Connectionism, 2001

Fingerprint recognition using wavelet features.

Marius Tico, Eero Immonen, Pauli Rämö, Pauli Kuosmanen, Jukka Saarinen

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Interfacing multiple processors in a system-on-chip video encoder.

Erno Salminen, Timo D. Hämäläinen, Tero Kangas, Kimmo Kuusilinna, Jukka Saarinen

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Pipeline architecture for DCT/IDCT.

Jari Nikara, Jarmo Takala, David Akopian, Jukka Saarinen

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Parallel implementation of H.263 encoder for CIF-sized images on quad DSP system.

Olli Lehtoranta, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Register-based multi-port perfect shuffle networks.

Tuomas Järvinen, Jarmo Takala, David Akopian, Jukka Saarinen

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Implementation of encryption algorithms on transport triggered architectures.

Panu Hämäläinen, Marko Hännikäinen, Timo Hämäläinen, Henk Corporaal, Jukka Saarinen

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Objective evaluation of methods for quantization of variable-dimension spectral vectors in WI speech coding.

Jani Nurminen, Ari Heikkinen, Jukka Saarinen

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Comparing parameter tying methods for multilingual acoustic modelling.

Mikko Harju, Petri Salmela, Jussi Leppänen, Olli Viikki, Jukka Saarinen

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Feature selection method using neural network.

Marius Tico, Vesa Onnia, Jukka Saarinen

Proceedings of the 2001 International Conference on Image Processing, 2001

Optimized singular point detection algorithm for fingerprint images.

Pauli Rämö, Marius Tico, Vesa Onnia, Jukka Saarinen

Proceedings of the 2001 International Conference on Image Processing, 2001

Multi-window recursive adaptive neural filters.

Adrian Burian, Jukka Saarinen, Pauli Kuosmanen

Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

Configurable hardware implementation of triple-DES encryption algorithm for wireless local area network.

Panu Hämäläinen, Marko Hännikäinen, Timo D. Hämäläinen, Jukka Saarinen

Proceedings of the IEEE International Conference on Acoustics, 2001

Several approaches to signal reconstruction from spectrum magnitudes.

Adrian Burian, Jukka Saarinen, Pauli Kuosmanen, Corneliu Rusu

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Constant geometry algorithm for discrete cosine transform.

Jarmo Takala, David Akopian, Jaakko Astola, Jukka Saarinen

IEEE Trans. Signal Process., 2000

Parallel Implementation of Self-Organizing Map on the Partial Tree Shape Neurocomputer.

Pasi Kolinummi, Pasi Pulkkinen, Timo Hämäläinen, Jukka Saarinen

Neural Process. Lett., 2000

PARNEU: general-purpose partial tree computer.

Pasi Kolinummi, Panu Hämäläinen, Timo Hämäläinen, Jukka Saarinen

Microprocess. Microsystems, 2000

Chained backplane communication architecture for scalable multiprocessor systems.

Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen

J. Syst. Archit., 2000

Visual Search for Grouped versus Ungrouped Icons in a Computer Interface.

Marketta Niemelä, Jukka Saarinen

Hum. Factors, 2000

Using SDL for Implementing a Wireless Medium Access Control Protocol.

Marko Htiniktinen, Jarno Knuutila, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 2000 International Symposium on Multimedia Software Engineering, 2000

Scalable interconnection networks for partial column array processor architectures.

Jarmo Takala, David Akopian, Jaakko T. Astola, Jukka P. Saarinen

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

Real-time H.263 encoding of QCIF-images on TMS320C6201 fixed point DSP.

Olli Lehtoranta, Timo D. Hämäläinen, Jukka Saarinen

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

Scalable implementation of H.263 video encoder on a parallel DSP system.

Pasi Kolinummi, Juha Sarkijarvi, Timo D. Hämäläinen, Jukka Saarinen

Proceedings of the IEEE International Symposium on Circuits and Systems, 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

Parallel DSP implementation of wavelet transform in image compression.

Kaisa Haapala, Pasi Kolinummi, Timo D. Hämäläinen, Jukka Saarinen

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

Pipeline architecture for 8×8 discrete cosine transform.

Jarmo Takala, Jari Nikara, David Akopian, Jaakko Astola, Jukka Saarinen

Proceedings of the IEEE International Conference on Acoustics, 2000

Waveform extraction for perfect reconstruction in WI coding.

Vesa T. Ruoppila, Mikko Tammi, Jukka Saarinen

Proceedings of the IEEE International Conference on Acoustics, 2000

Scalable DSP implementation of DCT-based motion estimation algorithm.

Miia Viitanen, Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

Bayesian approach to satellite selection.

Toni Vartiainen, Jukka Saarinen, Jari Syrjärinne

Proceedings of the 10th European Signal Processing Conference, 2000

Advanced prototype platform for a wireless multimedia local area network.

Kimmo Tikkanen, Marko Hännikäinen, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 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

Pipelined architecture for inverse discrete cosine transform.

Jari Nikara, Jarmo Takala, David Akopian, Jukka Saarinen, Jaakko Astola

Proceedings of the 10th European Signal Processing Conference, 2000

Real-time implementation of H.263 video encoder on TMS320C6201 fixed point DSP.

Olli Lehtoranta, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

Reuseable interface in multimedia hardware environment.

Vesa Lahtinen, Kimmo Kuusilinna, Timo Hämäläinen, Tero Kangas, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

Bridging network traffic between wireless and wired lans in Windows NT.

Mauri Kuorilehto, Marko Hännikäinen, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

H.263 video encoder implementation on a scalable DSP system.

Pasi Kolinummi, Juha Sarkijarvi, Timo Hämäläinen, Jukka Saarinen

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

Hardware implementation of the improved WEP and RC4 encryption algorithms for wireless terminals.

Panu Hämäläinen, Marko Hännikäinen, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 10th European Signal Processing Conference, 2000

Scalable DSP realization of wavelet transform in image coding.

Kaisa Haapala, Pasi Kolinummi, Timo Hämäläinen, 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

Embedding SDL implemented protocols into DSP.

Antti Takko, Marko Hännikäinen, Jarno Knuutila, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 2000 International Conference on Compilers, 2000

Scalable Realization of Sparse Distributed Memory on a Multiprocessor System.

Pasi Kolinummi, Kimmo Tikkanen, Timo Hämäläinen, Jukka Saarinen

Proceedings of the ISCA 9th International Conference on Intelligent Systems, 2000

1999

Field programmable gate array-based PCI interface for a coprocessor system.

Kimmo Kuusilinna, Timo Hämäläinen, Jukka Saarinen

Microprocess. Microsystems, 1999

Practical VHDL optimization for timing critical FPGA applications.

Kimmo Kuusilinna, Timo Hämäläinen, Jukka Saarinen

Microprocess. Microsystems, 1999

Safety, liveness and real-time in embedded system design.

Harri Klapuri, Jarmo Takala, Jukka Saarinen

J. Netw. Comput. Appl., 1999

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

Petri Salmela, Mikko Lehtokangas, Jukka Saarinen

Inf. Sci., 1999

Windows NT Software Design and Implementation for a Wireless LAN Base Station.

Marko Hännikäinen, Timo Vanhatupa, Jussi Lemiläinen, Timo Hämäläinen, Jukka Saarinen

Proceedings of Second ACM International Workshop on Wireless Mobile Multimedia, 1999

Software support for low latency communication in scalable multimedia DSP system.

Pasi Kolinummi, Pasi Pulkkinen, Timo Hämäläinen, Jukka Saarinen

Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

Architecture for a Windows NT wireless LAN multimedia terminal.

Marko Hännikäinen, Timo Vanhatupa, Jussi Lemiläinen, Timo Hämäläinen, Jukka Saarinen

Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

Neural detectors with variable threshold.

Adrian Burian, Pauli Kuosmanen, Jukka Saarinen

Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 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

Hardware architecture for real-time distance transform.

Jarmo Takala, Jouko O. Viitanen, Jukka Saarinen

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

An Evaluation of Motion Model Structures within the IMM Frame Using Range-Only Measurements.

Jari Syrjärinne, Jukka Saarinen

Proceedings of the International Conference on Artificial Intelligence, 1999

A Comparison of Association Algorithms in Angle-Only Estimation.

Paula Korvenoja, Jari Syrjärinne, Jukka Saarinen

Proceedings of the International Conference on Artificial Intelligence, 1999

Reconfiguration Mechanism for an IP Block Based Interconnection.

Kimmo Kuusilinna, Pasi Liimatainen, Timo Hämäläinen, Jukka Saarinen

Proceedings of the 25th EUROMICRO '99 Conference, 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

Security design for a new wireless local area network TUTWLAN.

Karri-Tuomas Salli, Timo Hämäläinen, Jarno Knuutila, Jukka Saarinen

Proceedings of the 9th IEEE International Symposium on Personal, 1998

TUTMAC: a medium access control protocol for a new multimedia wireless local area network.

Marko Hännikäinen, Jarno Knuutila, Ari Letonsaari, Timo Hämäläinen, Jari Jokela, Juha Ala-Laurila, Jukka Saarinen

Proceedings of the 9th IEEE International Symposium on Personal, 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

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

Mapping of SOM and LVQ Algorithms on a Tree Shape Parallel Computer System.

Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski

Parallel Comput., 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

Parallel realizations of Kanerva's sparse distributed memory on a tree-shaped computer.

Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski

Concurr. Pract. Exp., 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

Mapping of Radial Basis Function Networks to Partial Tree Shape Parallel Neurocomputer.

Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen

Proceedings of the Artificial Neural Networks, 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

Mapping artificial neural networks to a tree shape neurocomputer.

Harri Klapuri, Timo Hämäläinen, Jukka Saarinen, Kimmo Kaski

Microprocess. Microsystems, 1996

Accelerating genetic algorithm computation in tree shaped parallel computer.

Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Pekka Ojala, Kimmo Kaski

J. Syst. Archit., 1996

Isolated spoken number recognition with hybrid of self-organizing map and multilayer perceptron.

Petri Salmela, Kari Laurila, Seppo Kuusisto, Petri Haavisto, Jukka Saarinen

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Mapping of multilayer perceptron networks to tree shape parallel neurocomputer.

Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski

Proceedings of International Conference on Neural Networks (ICNN'96), 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

TUTNC: a general purpose parallel computer for neural network computations.

Timo Hämäläinen, Jukka Saarinen, Kimmo Kaski

Microprocess. Microsystems, 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

Sparse distributed memory for multivalued patterns.

Jukka Vanhala, Jukka Saarinen, Kimmo Kaski

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992

Parallel Coprocessor for Kohonen's Self-Organizing Neural Network.

Jukka Saarinen, Martti Lindroos, Jouni Tomberg, Kimmo Kaski

Proceedings of the 6th International Parallel Processing Symposium, 1992

1988

ICAP/3090: Parallel Processing for Large-Scale Scientific and Engineering Problems.

Enrico Clementi, Douglas Logan, Jukka Saarinen

IBM Syst. J., 1988