Jukka Saarinen

Adrian Burian, Markku Vehvilainen, Mejdi Trimeche, Jukka Saarinen: Document image binarization using the camera device in mobile phones. ICIP (2) 2005: 546-548

Jani J. T. Lahnajärvi, Mikko Lehtokangas, Jukka Saarinen: Estimating movements of a robotic manipulator by hybrid constructive neural networks. Neurocomputing 56: 345-363 (2004)

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen: Complex RPROP-algorithm for neural network equalization of GSM data bursts. Neurocomputing 61: 339-360 (2004)

David Akopian, Jarmo Takala, Jukka Saarinen, Jaakko Astola: Multistage interconnection networks for parallel Viterbi decoders. IEEE Transactions on Communications 51(9): 1536-1545 (2003)

Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen: On radial basis function network equalization in the GSM system. ESANN 2003: 179-184

Marja Lahdekorpi, Jani Nurminen, Ari Heikkinen, Jukka Saarinen: Perceptual irrelevancy removal in narrowband speech coding. INTERSPEECH 2003

Ulpu Sinervo, Jani Nurminen, Ari Heikkinen, Jukka Saarinen: Multi-mode matrix quantizer for low bit rate LSF quantization. INTERSPEECH 2003

Eero Huupponen, Sari-Leena Himanen, Alpo Värri, Joel Hasan, Antti Saastamoinen, Mikko Lehtokangas, Jukka Saarinen: Fuzzy detection of EEG alpha without amplitude thresholding. Artificial Intelligence in Medicine 24(2): 133-147 (2002)

Marko Hännikäinen, Timo Hämäläinen, Markku Niemi, Jukka Saarinen: Trends in personal wireless data communications. Computer Communications 25(1): 84-99 (2002)

Adrian Burian, Jukka Saarinen, Pauli Kuosmanen: A discrete-time recurrent neural network for image restoration from its Fourier spectrum magnitudes. Int. J. Comput. Syst. Signal 3(1): 29-39 (2002)

Jani J. T. Lahnajärvi, Mikko Lehtokangas, Jukka Saarinen: Evaluation of constructive neural networks with cascaded architectures. Neurocomputing 48(1-4): 573-607 (2002)

Mikko Tammi, Ari Heikkinen, Jukka Saarinen: On methods for perfect reconstruction WI speech coding with preprocessing. Speech Communication 38(3-4): 305-320 (2002)

Jani Nurminen, Ari Heikkinen, Jukka Saarinen: A novel quantization scheme for the noise-like component in waveform interpolation speech coding. ICASSP 2002: 649-652

Harri Klapuri, Jarmo Takala, Jukka Saarinen: Implementing reactive closed-system specifications. J. Network and Computer Applications 24(2): 101-123 (2001)

Pauli Rämö, Marius Tico, Vesa Onnia, Jukka Saarinen: Optimized singular point detection algorithm for fingerprint images. ICIP (3) 2001: 242-245

Marius Tico, Vesa Onnia, Jukka Saarinen: Feature selection method using neural network. ICIP (1) 2001: 513-516

Jani Nurminen, Ari Heikkinen, Jukka Saarinen: Objective evaluation of methods for quantization of variable-dimension spectral vectors in WI speech coding. INTERSPEECH 2001: 1969-1972

Mikko Harju, Petri Salmela, Jussi Leppänen, Olli Viikki, Jukka Saarinen: Comparing parameter tying methods for multilingual acoustic modelling. INTERSPEECH 2001: 2729-2732

Marius Tico, E. Immonen, Pauli Rämö, Pauli Kuosmanen, Jukka Saarinen: Fingerprint recognition using wavelet features. ISCAS (2) 2001: 21-24

Olli Lehtoranta, Timo Hämäläinen, Jukka Saarinen: Parallel implementation of H.263 encoder for CIF-sized images on quad DSP system. ISCAS (2) 2001: 209-212

Tuomas Järvinen, Jarmo Takala, David Akopian, Jukka Saarinen: Register-based multi-port perfect shuffle networks. ISCAS (4) 2001: 306-309

Erno Salminen, Timo D. Hämäläinen, Tero Kangas, Kimmo Kuusilinna, Jukka Saarinen: Interfacing multiple processors in a system-on-chip video encoder. ISCAS (4) 2001: 478-481

Panu Hämäläinen, Marko Hännikäinen, Timo Hämäläinen, Henk Corporaal, Jukka Saarinen: Implementation of encryption algorithms on transport triggered architectures. ISCAS (4) 2001: 726-729

Jari Nikara, Jarmo Takala, David Akopian, Jukka Saarinen: Pipeline architecture for DCT/IDCT. ISCAS (4) 2001: 902-905

Adrian Burian, Jukka Saarinen, Pauli Kuosmanen: Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform. IWANN (2) 2001: 311-318

Marketta Niemelä, Jukka Saarinen: Visual Search for Grouped versus Ungrouped Icons in a Computer Interface. Human Factors 42(4): 630-635 (2000)

Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen: Chained backplane communication architecture for scalable multiprocessor systems. Journal of Systems Architecture 46(11): 955-972 (2000)

Pasi Kolinummi, Panu Hämäläinen, Timo Hämäläinen, Jukka Saarinen: PARNEU: general-purpose partial tree computer. Microprocessors and Microsystems - Embedded Hardware Design 24(1): 23-42 (2000)

Pasi Kolinummi, Pasi Pulkkinen, Timo Hämäläinen, Jukka Saarinen: Parallel Implementation of Self-Organizing Map on the Partial Tree Shape Neurocomputer. Neural Processing Letters 12(2): 171-182 (2000)

Jarmo Takala, David Akopian, Jaakko Astola, Jukka Saarinen: Constant geometry algorithm for discrete cosine transform. IEEE Transactions on Signal Processing 48(6): 1840-1843 (2000)

Pasi Kolinummi, Kimmo Tikkanen, Timo Hämäläinen, Jukka Saarinen: Scalable Realization of Sparse Distributed Memory on a Multiprocessor System. ISCA Conference on Intelligent Systems 2000: 66-69

Antti Takko, Marko Hännikäinen, Jarno Knuutila, Timo Hämäläinen, Jukka Saarinen: Embedding SDL implemented protocols into DSP. CASES 2000: 48-56

Marko Htiniktinen, Jarno Knuutila, Timo Hämäläinen, Jukka Saarinen: Using SDL for Implementing a Wireless Medium Access Control Protocol. ISMSE 2000: 229-236

Petri Salmela, Mikko Lehtokangas, Jukka Saarinen: Neural Network Based Digit Recognition System for Voice Dialling in Noisy Environments. Inf. Sci. 121(3-4): 171-199 (1999)

Harri Klapuri, Jarmo Takala, Jukka Saarinen: Safety, liveness and real-time in embedded system design. J. Network and Computer Applications 22(2): 69-89 (1999)

Kimmo Kuusilinna, Timo Hämäläinen, Jukka Saarinen: Practical VHDL optimization for timing critical FPGA applications. Microprocessors and Microsystems - Embedded Hardware Design 23(8-9): 459-469 (1999)

Kimmo Kuusilinna, Pasi Liimatainen, Timo Hämäläinen, Jukka Saarinen: Reconfiguration Mechanism for an IP Block Based Interconnection. EUROMICRO 1999: 1042-1045

Paula Korvenoja, Jari Syrjärinne, Jukka Saarinen: A Comparison of Association Algorithms in Angle-Only Estimation. IC-AI 1999: 70-76

Jari Syrjärinne, Jukka Saarinen: An Evaluation of Motion Model Structures within the IMM Frame Using Range-Only Measurements. IC-AI 1999: 254-260

Mikko Harju, Petri Salmela, Olli Viikki, Mikko Lehtokangas, Jukka Saarinen: Robust speaker adaptation of continuous density HMMS using multilayer perceptron network. EUROSPEECH 1999

Hemmo Haverinen, Petri Salmela, Juha Häkkinen, Mikko Lehtokangas, Jukka Saarinen: MLP network for enhancement of noisy MFCC vectors. EUROSPEECH 1999

Adrian Burian, Pauli Kuosmanen, Jukka Saarinen: Neural detectors with variable threshold. ISCAS (5) 1999: 599-602

Marko Hännikäinen, Timo Vanhatupa, Jussi Lemiläinen, Timo Hämäläinen, Jukka Saarinen: Windows NT Software Design and Implementation for a Wireless LAN Base Station. WOWMOM 1999: 2-9

Antti Saastamoinen, Timo Pietilä, Alpo Värri, Mikko Lehtokangas, Jukka Saarinen: Waveform detection with RBF network - Application to automated EEG analysis. Neurocomputing 20(1-3): 1-13 (1998)

Mikko Lehtokangas, Jukka Saarinen: Weight initialization with reference patterns. Neurocomputing 20(1-3): 265-278 (1998)

Mikko Lehtokangas, Jukka Saarinen: Centroid based Multilayer Perceptron Networks. Neural Processing Letters 7(2): 101-106 (1998)

Xiao Ming Gao, Seppo J. Ovaska, Mikko Lehtokangas, Jukka Saarinen: Modeling of speech signals using an optimal neural network structure based on the PMDL principle. IEEE Transactions on Speech and Audio Processing 6(2): 177-180 (1998)

Petri Salmela, Mikko Lehtokangas, Jukka Saarinen: Noisy Digit Recognition with MLP and HMMS Using Modified Cost Function in MCE Training. ICONIP 1998: 1118-1121

Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski: Parallel realizations of Kanerva's sparse distributed memory on a tree-shaped computer. Concurrency - Practice and Experience 9(9): 877-896 (1997)

Seppo Kuusisto, Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski: Short Term Electric Load Forecasting Using A Neural Network with Fuzzy Hidden Neurons. Neural Computing and Applications 6(1): 42-56 (1997)

Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski: Mapping of SOM and LVQ Algorithms on a Tree Shape Parallel Computer System. Parallel Computing 23(3): 271-289 (1997)

Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen: Mapping of Radial Basis Function Networks to Partial Tree Shape Parallel Neurocomputer. ICANN 1997: 1259-1264

Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Pekka Ojala, Kimmo Kaski: Accelerating genetic algorithm computation in tree shaped parallel computer. Journal of Systems Architecture 42(1): 19-36 (1996)

Mikko Lehtokangas, Jukka Saarinen, Pentti Huuhtanen, Kimmo Kaski: Predictive minimum description length criterion for time series modeling with neural networks. Neural Computation 8(3): 583-593 (1996)

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski: Accelerating training of radial basis function networks with Cascade-Correlation algorithm. Neurocomputing 9(2): 207-213 (1995)

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski: Fine-tuning Cascade-Correlation trained feedforward network with backpropagation. Neural Processing Letters 2(2): 10-12 (1995)

Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski: Simplified cascade-correlation learning. ESANN 1995

Mikko Lehtokangas, Jukka Saarinen, Pentti Huuhtanen, Kimmo Kaski: Neural Network Optimization Tool Based on Predictive MDL Principle for Time Series Prediction. ICTAI 1993: 338-342

Jukka Saarinen, Martti Lindroos, Jouni Tomberg, Kimmo Kaski: Parallel Coprocessor for Kohonen's Self-Organizing Neural Network. IPPS 1992: 537-542

Enrico Clementi, Douglas Logan, Jukka Saarinen: ICAP/3090: Parallel Processing for Large-Scale Scientific and Engineering Problems. IBM Systems Journal 27(4): 475-509 (1988)