J. Saarinen

发表

Time Series Prediction with Multilayer Perception, FIR and Elman Neural Networks

Jukka Saarinen, Kimmo Kaski, Mikko Lehtokangas, 1996 .

PARNEU: general-purpose partial tree computer

Panu Hämäläinen, Timo Hämäläinen, Pasi Kolinummi, 2000, Microprocess. Microsystems.

A network of autoregressive processing units for time series modeling

Jukka Saarinen, Kimmo Kaski, Mikko Lehtokangas, 1996 .

On Evolutionary Programming for Channel Equalization

M. Lehtokangas, J. Saarinen, A. Burian, 2001 .

Simplified cascade-correlation learning

Jukka Saarinen, Kimmo Kaski, Mikko Lehtokangas, 1995, ESANN.

Discriminative Isolated Digit Recognition in Noisy Environments Using Multilayer Perceptron Networks

Jukka Saarinen, Mikko Lehtokangas, Kari Laurila, 1997, ICONIP.

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

Jukka Saarinen, Mikko Lehtokangas, Petri Salmela, 1998, ICONIP.

Several approaches to signal reconstruction from spectrum magnitudes

Pauli Kuosmanen, Jukka Saarinen, Corneliu Rusu, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

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

Jukka Saarinen, Jani Nurminen, Ari Heikkinen, 2001, INTERSPEECH.

QUANTIZATION OF MAGNITUDE SPECTRA IN WAVEFORM INTERPOLATION SPEECH CODING

J. Saarinen, J. Nurminen, A. Heikkinen, 2001 .

Scatter compensation in digital radiography

Jukka Saarinen, Vesa Onnia, Mikko Lehtokangas, 2000, 2000 10th European Signal Processing Conference.

A Comparison of Association Algorithms in Angle-Only Estimation

Jukka Saarinen, Jari Syrjärinne, Paula Korvenoja, 1999, IC-AI.

Reuseable Interface In Multimedia Hardware Environment Digital And Computer Systems Laboratory

Jukka Saarinen, Timo D. Hämäläinen, Vesa Lahtinen, 2015 .

Perceptual irrelevancy removal in narrowband speech coding

Jukka Saarinen, Jani Nurminen, Ari Heikkinen, 2003, INTERSPEECH.

Scalable Realization of Sparse Distributed Memory on a Multiprocessor System

Timo Hämäläinen, Pasi Kolinummi, Jukka Saarinen, 2000, IS.

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

Jukka Saarinen, Timo D. Hämäläinen, Kimmo Kaski, 1997, Concurr. Pract. Exp..

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

Jukka Saarinen, Jari Syrjärinne, J. Saarinen, 1999, IC-AI.

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

Pauli Kuosmanen, Jukka Saarinen, Adrian Burian, 2002, Int. J. Comput. Syst. Signals.

GPS Integrity Reasoning Using Dempster-Shafer Theory

Helena Leppäkoski, Jukka Saarinen, Jari Syrjärinne, 2001 .

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

Timo Hämäläinen, Jukka Saarinen, Kimmo Kaski, 1997, Concurr. Pract. Exp..

Weight Initialization Techniques in Neural Network Systems and Their Application

Jukka Saarinen, Kimmo Kaski, Mikko Lehtokangas, 1997 .

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

Jukka Saarinen, Enrico Clementi, Douglas Logan, 1988, IBM Syst. J..

Target identification with Bayesian networks

Jukka Saarinen, Sampsa Hautaniemi, Petri T. Korpisaari, 2000, SPIE Defense + Commercial Sensing.

Unaided MEMS-Based INS Application in a Vehicular Environment

Jukka Saarinen, Jussi Collin, Jani Käppi, 2001 .

Personal Positioning Using Wireless Assisted GPS with Low-Cost INS

Helena Leppäkoski, Jukka Saarinen, Jari Syrjärinne, 2001 .

A parallel multiprocessor system for Monte Carlo simulations in statistical physics

Jukka Saarinen, Kimmo Kaski, Jouko Viitanen, 1989 .

Verification of an IP Interface Prototype Design through Simulation and Emulation

T. Hämäläinen, K. Kuusilinna, J. Saarinen, 2001 .

On methods for perfect reconstruction WI speech coding with preprocessing

Jukka Saarinen, Ari Heikkinen, Mikko Tammi, 2002, Speech Commun..

Multitarget tracking with the IMM and Bayesian networks: empirical studies

Sampsa Hautaniemi, Jukka Saarinen, S. Hautaniemi, 2001, SPIE Defense + Commercial Sensing.

Target identification with dynamic hybrid Bayesian networks

Sampsa Hautaniemi, Jukka Saarinen, Petri T. Korpisaari, 2001, SPIE Remote Sensing.

Empirical investigations on Dempster-Shafer reasoning system in attribute fusion

Jukka Saarinen, Tuomas Silvennoinen, Petri T. Korpisaari, 2000, SPIE Defense + Commercial Sensing.

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

Jukka Saarinen, Kimmo Kaski, Mikko Lehtokangas, 1996, Neural Computation.

Evaluation of constructive neural networks with cascaded architectures

Jukka Saarinen, Mikko Lehtokangas, Jani J. T. Lahnajärvi, 2002, Neurocomputing.

Burst Adaptive Equalization of Binary Data

Jukka Saarinen, Mikko Lehtokangas, Arto Kantsila, 1999 .

Multi-window recursive adaptive neural filters

Pauli Kuosmanen, Jukka Saarinen, Adrian Burian, 2001, ICECS 2001. 8th IEEE International Conference on Electronics, Circuits and Systems (Cat. No.01EX483).

Trends in personal wireless data communications

Timo Hämäläinen, Jukka Saarinen, Marko Hännikäinen, 2002, Comput. Commun..

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

Jukka Saarinen, Kimmo Kaski, Mikko Lehtokangas, 1995, Neural Computation.

Estimating movements of a robotic manipulator by hybrid constructive neural networks

Jukka Saarinen, Mikko Lehtokangas, Jani J. T. Lahnajärvi, 2004, Neurocomputing.

MEMS-IMU Based Pedestrian Navigator for Handheld Devices

Jukka Saarinen, Jari Syrjärinne, Jani Käppi, 2001 .

Safety, liveness and real-time in embedded system design

Jukka Saarinen, Jarmo Takala, Harri Klapuri, 1999, J. Netw. Comput. Appl..

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

Jukka Saarinen, Timo Hämäläinen, Kimmo Kaski, 1997, Parallel Comput..

Fuzzy detection of EEG alpha without amplitude thresholding

Jukka Saarinen, Alpo Värri, Joel Hasan, 2002, Artif. Intell. Medicine.

EEG alpha activity detection by fuzzy reasoning

M. Lehtokangas, J. Saarinen, A. Varri, 2001, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569).

Chained backplane communication architecture for scalable multiprocessor systems

Timo Hämäläinen, Pasi Kolinummi, Jukka Saarinen, 2000, J. Syst. Archit..

Optimization of sigma amplitude threshold in sleep spindle detection

M. Lehtokangas, E. Huupponen, A. Värri, 2000, Journal of sleep research.

Wavelet domain features for fingerprint recognition

Pauli Kuosmanen, Jukka Saarinen, Marius Tico, 2001 .

Weight initialization with reference patterns

Jukka Saarinen, Mikko Lehtokangas, M. Lehtokangas, 1998, Neurocomputing.

Weight initialization techniques

Kimmo Kaski, Mikko Lehtokangas, Petri Salmela, 1998, Algorithms and Architectures.

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

Timo Hämäläinen, Pasi Kolinummi, Jukka Saarinen, 1997, ICANN.

Constant geometry algorithm for discrete cosine transform

David Akopian, Jaakko Astola, Jukka Saarinen, 2000, IEEE Trans. Signal Process..

Scalable interconnection networks for partial column array processor architectures

Jaakko Astola, Jukka Saarinen, Jarmo Takala, 2000, 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353).

Unified Architecture for Discrete Fourier and Inverse Cosine Transforms

J. Saarinen, J. Takala, Tuomas Järvinen, 2001 .

A Study on Gender and Age Differences in Sleep Spindles

Jukka Saarinen, Alpo Värri, Joel Hasan, 2002, Neuropsychobiology.

Adaptive channel equalization using classification trees

Jukka Saarinen, Mikko Lehtokangas, Arto Kantsila, 2000, 2000 10th European Signal Processing Conference.

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

Jukka Saarinen, Mikko Lehtokangas, Arto Kantsila, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Fingerprint recognition using wavelet features

Pauli Kuosmanen, Jukka Saarinen, Pauli Rämö, 2001, ISCAS 2001. The 2001 IEEE International Symposium on Circuits and Systems (Cat. No.01CH37196).

Finite state machine encoding for VHDL synthesis

Jukka Saarinen, Timo D. Hämäläinen, Vesa Lahtinen, 2001 .

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

Jukka Saarinen, Mikko Lehtokangas, Petri Salmela, 1999, Inf. Sci..

Biomedical applications of radial basis function networks

Jukka Saarinen, Alpo Värri, Antti Saastamoinen, 2001 .

Analysis of quality properties in paper drying with neural networks

Jukka Saarinen, Kimmo Kaski, P. Pakarinen, 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).

Accelerating genetic algorithm computation in tree shaped parallel computer

Timo Hämäläinen, Jukka Saarinen, Kimmo Kaski, 1996, J. Syst. Archit..

Pipelined architecture for inverse discrete cosine transform

Jaakko Astola, David Akopian, Jukka Saarinen, 2000, 2000 10th European Signal Processing Conference.

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

Timo Hämäläinen, Pasi Kolinummi, Jukka Saarinen, 2000, 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353).

TUTNC: a general purpose parallel computer for neural network computations

Timo Hämäläinen, Jukka Saarinen, Kimmo Kaski, 1995, Microprocess. Microsystems.

Mapping of multilayer perceptron networks to tree shape parallel neurocomputer

Timo Hämäläinen, Kimmo Kaski, Harri Klapuri, 1996, Proceedings of International Conference on Neural Networks (ICNN'96).

Hardware architecture for real-time distance transform

Jukka Saarinen, Jarmo Takala, Jouko O. Viitanen, 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).