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2020 – today
- 2021
- [j35]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:
Design and management of image processing pipelines within CPS: Acquired experience towards the end of the FitOptiVis ECSEL Project. Microprocess. Microsystems 87: 104350 (2021) - 2020
- [c78]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:
Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. DSD 2020: 378-385
2010 – 2019
- 2019
- [c77]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:
The FitOptiVis ECSEL project: highly efficient distributed embedded image/video processing in cyber-physical systems. CF 2019: 333-338 - 2017
- [c76]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:
VisualLabel: An Integrated Multimedia Content Management and Access Framework. EJC 2017: 321-342 - 2016
- [j34]Okko Johannes Räsänen, Jukka P. Saarinen:
Sequence Prediction With Sparse Distributed Hyperdimensional Coding Applied to the Analysis of Mobile Phone Use Patterns. IEEE Trans. Neural Networks Learn. Syst. 27(9): 1878-1889 (2016) - [c75]Ionut Schiopu, Jukka P. Saarinen, Lauri Kettunen, Ioan Tabus:
Pothole detection and tracking in car video sequence. TSP 2016: 701-706 - 2015
- [c74]Ionut Schiopu, Jukka P. Saarinen, Ioan Tabus:
Lossy-to-lossless progressive coding of depth-map images using competing constant and planar models. IC3D 2015: 1-7 - 2012
- [c73]Tomi Kinnunen, Rahim Saeidi, Jussi Leppänen, Jukka Saarinen:
Audio context recognition in variable mobile environments from short segments using speaker and language recognizers. Odyssey 2012: 304-311 - [c72]Terhi Kilamo, Imed Hammouda, Ville Kairamo, Petri Räsänen, Jukka P. Saarinen:
Open Source, Open Innovation and Intellectual Property Rights - A Lightning Talk. OSS 2012: 298-303 - 2011
- [c71]Okko Johannes Räsänen, Jussi Leppänen, Unto K. Laine, Jukka P. Saarinen:
Comparison of classifiers in audio and acceleration based context classification in mobile phones. EUSIPCO 2011: 946-950 - [c70]Terhi Kilamo, Imed Hammouda, Ville Kairamo, Petri Räsänen, Jukka P. Saarinen:
Applying Open Source Practices and Principles in Open Innovation: The Case of the Demola Platform. OSS 2011: 307-311
2000 – 2009
- 2005
- [c69]Eniko Beatrice Bilcu, Jaakko Astola, Jukka Saarinen:
Comparative study of letter encoding for text-to-phoneme mapping. EUSIPCO 2005: 1-4 - [c68]Marius Tico, Markku Vehviläinen, Jukka Saarinen:
A method of fingerprint image enhancement based on second directional derivatives. ICASSP (2) 2005: 985-988 - [c67]Adrian Burian, Markku Vehvilainen, Mejdi Trimeche, Jukka Saarinen:
Document image binarization using the camera device in mobile phones. ICIP (2) 2005: 546-548 - 2004
- [j33]Jani J. T. Lahnajärvi, Mikko Lehtokangas, Jukka Saarinen:
Estimating movements of a robotic manipulator by hybrid constructive neural networks. Neurocomputing 56: 345-363 (2004) - [j32]Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen:
Complex RPROP-algorithm for neural network equalization of GSM data bursts. Neurocomputing 61: 339-360 (2004) - 2003
- [j31]David Akopian, Jarmo Takala, Jukka Saarinen, Jaakko Astola:
Multistage interconnection networks for parallel Viterbi decoders. IEEE Trans. Commun. 51(9): 1536-1545 (2003) - [c66]Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen:
On radial basis function network equalization in the GSM system. ESANN 2003: 179-184 - [c65]Ulpu Sinervo, Jani Nurminen, Ari Heikkinen, Jukka Saarinen:
Multi-mode matrix quantizer for low bit rate LSF quantization. INTERSPEECH 2003: 1073-1076 - [c64]Marja Lahdekorpi, Jani Nurminen, Ari Heikkinen, Jukka Saarinen:
Perceptual irrelevancy removal in narrowband speech coding. INTERSPEECH 2003: 1081-1084 - [c63]Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen:
On center locating in RBF network equalization in the GSM system. NNSP 2003: 575-584 - 2002
- [j30]Eero Huupponen, Sari-Leena Himanen, Alpo Värri, Joel Hasan, Antti Saastamoinen, Mikko Lehtokangas, Jukka Saarinen:
Fuzzy detection of EEG alpha without amplitude thresholding. Artif. Intell. Medicine 24(2): 133-147 (2002) - [j29]Marko Hännikäinen, Timo Hämäläinen, Markku Niemi, Jukka Saarinen:
Trends in personal wireless data communications. Comput. Commun. 25(1): 84-99 (2002) - [j28]Adrian Burian, Jukka Saarinen, Pauli Kuosmanen:
A discrete-time recurrent neural network for image restoration from its Fourier spectrum magnitudes. Int. J. Comput. Syst. Signals 3(1): 29-39 (2002) - [j27]Jani J. T. Lahnajärvi, Mikko Lehtokangas, Jukka Saarinen:
Evaluation of constructive neural networks with cascaded architectures. Neurocomputing 48(1-4): 573-607 (2002) - [j26]Mikko Tammi, Ari Heikkinen, Jukka Saarinen:
On methods for perfect reconstruction WI speech coding with preprocessing. Speech Commun. 38(3-4): 305-320 (2002) - [c62]Eniko Beatrice Bilcu, Petri Salmela, Janne Suontausta, Jukka Saarinen:
Application of the neural networks for text-to-phoneme mapping. EUSIPCO 2002: 1-4 - [c61]Jani Nurminen, Ari Heikkinen, Jukka Saarinen:
A novel quantization scheme for the noise-like component in waveform interpolation speech coding. ICASSP 2002: 649-652 - 2001
- [j25]Harri Klapuri, Jarmo Takala, Jukka Saarinen:
Implementing reactive closed-system specifications. J. Netw. Comput. Appl. 24(2): 101-123 (2001) - [c60]Panu Hämäläinen, Marko Hännikäinen, Timo D. Hämäläinen, Jukka Saarinen:
Configurable hardware implementation of triple-DES encryption algorithm for wireless local area network. ICASSP 2001: 1221-1224 - [c59]Adrian Burian, Jukka Saarinen, Pauli Kuosmanen, Corneliu Rusu:
Several approaches to signal reconstruction from spectrum magnitudes. ICASSP 2001: 3921-3924 - [c58]Adrian Burian, Jukka Saarinen, Pauli Kuosmanen:
Multi-window recursive adaptive neural filters. ICECS 2001: 75-78 - [c57]Pauli Rämö, Marius Tico, Vesa Onnia, Jukka Saarinen:
Optimized singular point detection algorithm for fingerprint images. ICIP (3) 2001: 242-245 - [c56]Marius Tico, Vesa Onnia, Jukka Saarinen:
Feature selection method using neural network. ICIP (1) 2001: 513-516 - [c55]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 - [c54]Mikko Harju, Petri Salmela, Jussi Leppänen, Olli Viikki, Jukka Saarinen:
Comparing parameter tying methods for multilingual acoustic modelling. INTERSPEECH 2001: 2729-2732 - [c53]Marius Tico, Eero Immonen, Pauli Rämö, Pauli Kuosmanen, Jukka Saarinen:
Fingerprint recognition using wavelet features. ISCAS (2) 2001: 21-24 - [c52]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 - [c51]Tuomas Järvinen, Jarmo Takala, David Akopian, Jukka Saarinen:
Register-based multi-port perfect shuffle networks. ISCAS (4) 2001: 306-309 - [c50]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 - [c49]Panu Hämäläinen, Marko Hännikäinen, Timo Hämäläinen, Henk Corporaal, Jukka Saarinen:
Implementation of encryption algorithms on transport triggered architectures. ISCAS (4) 2001: 726-729 - [c48]Jari Nikara, Jarmo Takala, David Akopian, Jukka Saarinen:
Pipeline architecture for DCT/IDCT. ISCAS (4) 2001: 902-905 - [c47]Adrian Burian, Jukka Saarinen, Pauli Kuosmanen:
Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform. IWANN (2) 2001: 311-318 - 2000
- [j24]Marketta Niemelä, Jukka Saarinen:
Visual Search for Grouped versus Ungrouped Icons in a Computer Interface. Hum. Factors 42(4): 630-635 (2000) - [j23]Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen:
Chained backplane communication architecture for scalable multiprocessor systems. J. Syst. Archit. 46(11): 955-972 (2000) - [j22]Pasi Kolinummi, Panu Hämäläinen, Timo Hämäläinen, Jukka Saarinen:
PARNEU: general-purpose partial tree computer. Microprocess. Microsystems 24(1): 23-42 (2000) - [j21]Pasi Kolinummi, Pasi Pulkkinen, Timo Hämäläinen, Jukka Saarinen:
Parallel Implementation of Self-Organizing Map on the Partial Tree Shape Neurocomputer. Neural Process. Lett. 12(2): 171-182 (2000) - [j20]Jarmo Takala, David Akopian, Jaakko Astola, Jukka Saarinen:
Constant geometry algorithm for discrete cosine transform. IEEE Trans. Signal Process. 48(6): 1840-1843 (2000) - [c46]Pasi Kolinummi, Kimmo Tikkanen, Timo Hämäläinen, Jukka Saarinen:
Scalable Realization of Sparse Distributed Memory on a Multiprocessor System. IS 2000: 66-69 - [c45]Antti Takko, Marko Hännikäinen, Jarno Knuutila, Timo Hämäläinen, Jukka Saarinen:
Embedding SDL implemented protocols into DSP. CASES 2000: 48-56 - [c44]Adrian Burian, Marius Tico, Mikko Lehtokangas, Pauli Kuosmanen, Jukka Saarinen:
Support vector method for minutiae detection in fingerprint images. EUSIPCO 2000: 1-4 - [c43]Kaisa Haapala, Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen:
Scalable DSP realization of wavelet transform in image coding. EUSIPCO 2000: 1-4 - [c42]Panu Hämäläinen, Marko Hännikäinen, Timo Hämäläinen, Jukka Saarinen:
Hardware implementation of the improved WEP and RC4 encryption algorithms for wireless terminals. EUSIPCO 2000: 1-4 - [c41]Taneli Haverinen, Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen:
Adaptive channel equalization using classification trees. EUSIPCO 2000: 1-4 - [c40]Eero Huupponen, Alpo Värri, Joel Hasan, Sari-Leena Himanen, Mikko Lehtokangas, Jukka Saarinen:
Comparison of fuzzy reasoning and Autoassociative MLP in sleep spindle detection. EUSIPCO 2000: 1-4 - [c39]Pasi Kolinummi, Juha Sarkijarvi, Timo Hämäläinen, Jukka Saarinen:
H.263 video encoder implementation on a scalable DSP system. EUSIPCO 2000: 1-4 - [c38]Mauri Kuorilehto, Marko Hännikäinen, Timo Hämäläinen, Jukka Saarinen:
Bridging network traffic between wireless and wired lans in Windows NT. EUSIPCO 2000: 1-4 - [c37]Vesa Lahtinen, Kimmo Kuusilinna, Timo Hämäläinen, Tero Kangas, Jukka Saarinen:
Reuseable interface in multimedia hardware environment. EUSIPCO 2000: 1-4 - [c36]Olli Lehtoranta, Timo Hämäläinen, Jukka Saarinen:
Real-time implementation of H.263 video encoder on TMS320C6201 fixed point DSP. EUSIPCO 2000: 1-4 - [c35]Jari Nikara, Jarmo Takala, David Akopian, Jukka Saarinen, Jaakko Astola:
Pipelined architecture for inverse discrete cosine transform. EUSIPCO 2000: 1-4 - [c34]Vesa Onnia, Vesa Varjonen, Mari Lehtimaki, Mikko Lehtokangas, Jukka Saarinen:
Scatter compensation in digital radiography. EUSIPCO 2000: 1-4 - [c33]Kimmo Tikkanen, Marko Hännikäinen, Timo Hämäläinen, Jukka Saarinen:
Advanced prototype platform for a wireless multimedia local area network. EUSIPCO 2000: 1-4 - [c32]Toni Vartiainen, Jukka Saarinen, Jari Syrjärinne:
Bayesian approach to satellite selection. EUSIPCO 2000: 1-4 - [c31]Miia Viitanen, Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen:
Scalable DSP implementation of DCT-based motion estimation algorithm. EUSIPCO 2000: 1-4 - [c30]Vesa T. Ruoppila, Mikko Tammi, Jukka Saarinen:
Waveform extraction for perfect reconstruction in WI coding. ICASSP 2000: 1359-1362 - [c29]Jarmo Takala, Jari Nikara, David Akopian, Jaakko Astola, Jukka Saarinen:
Pipeline architecture for 8×8 discrete cosine transform. ICASSP 2000: 3303-3306 - [c28]Kaisa Haapala, Pasi Kolinummi, Timo D. Hämäläinen, Jukka Saarinen:
Parallel DSP implementation of wavelet transform in image compression. ISCAS 2000: 89-92 - [c27]Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen:
On equalization with maximum covariance initialized cascade-correlation learning. ISCAS 2000: 168-171 - [c26]Jarmo Takala, David Akopian, Jaakko T. Astola, Jukka P. Saarinen:
Scalable interconnection networks for partial column array processor architectures. ISCAS 2000: 513-516 - [c25]Pasi Kolinummi, Juha Sarkijarvi, Timo D. Hämäläinen, Jukka Saarinen:
Scalable implementation of H.263 video encoder on a parallel DSP system. ISCAS 2000: 551-554 - [c24]Olli Lehtoranta, Timo D. Hämäläinen, Jukka Saarinen:
Real-time H.263 encoding of QCIF-images on TMS320C6201 fixed point DSP. ISCAS 2000: 583-586 - [c23]Marko Htiniktinen, Jarno Knuutila, Timo Hämäläinen, Jukka Saarinen:
Using SDL for Implementing a Wireless Medium Access Control Protocol. ISMSE 2000: 229-236
1990 – 1999
- 1999
- [j19]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) - [j18]Harri Klapuri, Jarmo Takala, Jukka Saarinen:
Safety, liveness and real-time in embedded system design. J. Netw. Comput. Appl. 22(2): 69-89 (1999) - [j17]Kimmo Kuusilinna, Timo Hämäläinen, Jukka Saarinen:
Field programmable gate array-based PCI interface for a coprocessor system. Microprocess. Microsystems 22(7): 373-388 (1999) - [j16]Kimmo Kuusilinna, Timo Hämäläinen, Jukka Saarinen:
Practical VHDL optimization for timing critical FPGA applications. Microprocess. Microsystems 23(8-9): 459-469 (1999) - [c22]Kimmo Kuusilinna, Pasi Liimatainen, Timo Hämäläinen, Jukka Saarinen:
Reconfiguration Mechanism for an IP Block Based Interconnection. EUROMICRO 1999: 1042-1045 - [c21]Paula Korvenoja, Jari Syrjärinne, Jukka Saarinen:
A Comparison of Association Algorithms in Angle-Only Estimation. IC-AI 1999: 70-76 - [c20]Jari Syrjärinne, Jukka Saarinen:
An Evaluation of Motion Model Structures within the IMM Frame Using Range-Only Measurements. IC-AI 1999: 254-260 - [c19]Jarmo Takala, Jouko O. Viitanen, Jukka Saarinen:
Hardware architecture for real-time distance transform. ICASSP 1999: 1957-1960 - [c18]Hemmo Haverinen, Petri Salmela, Juha Häkkinen, Mikko Lehtokangas, Jukka Saarinen:
MLP network for enhancement of noisy MFCC vectors. EUROSPEECH 1999: 2371-2374 - [c17]Mikko Harju, Petri Salmela, Olli Viikki, Mikko Lehtokangas, Jukka Saarinen:
Robust speaker adaptation of continuous density HMMS using multilayer perceptron network. EUROSPEECH 1999: 2499-2502 - [c16]Adrian Burian, Pauli Kuosmanen, Jukka Saarinen:
Neural detectors with variable threshold. ISCAS (5) 1999: 599-602 - [c15]Marko Hännikäinen, Timo Vanhatupa, Jussi Lemiläinen, Timo Hämäläinen, Jukka Saarinen:
Architecture for a Windows NT wireless LAN multimedia terminal. MMSP 1999: 535-540 - [c14]Pasi Kolinummi, Pasi Pulkkinen, Timo Hämäläinen, Jukka Saarinen:
Software support for low latency communication in scalable multimedia DSP system. MMSP 1999: 667-672 - [c13]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 - 1998
- [j15]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) - [j14]Mikko Lehtokangas, Jukka Saarinen:
Weight initialization with reference patterns. Neurocomputing 20(1-3): 265-278 (1998) - [j13]Mikko Lehtokangas, Jukka Saarinen:
Centroid based Multilayer Perceptron Networks. Neural Process. Lett. 7(2): 101-106 (1998) - [j12]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 Trans. Speech Audio Process. 6(2): 177-180 (1998) - [c12]Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen:
Improved neural network equalization by the use of maximum covariance weight initialization. EUSIPCO 1998: 1-4 - [c11]Petri Salmela, Mikko Lehtokangas, Jukka Saarinen:
Noisy Digit Recognition with MLP and HMMS Using Modified Cost Function in MCE Training. ICONIP 1998: 1118-1121 - [c10]Marko Hännikäinen, Jarno Knuutila, Ari Letonsaari, Timo Hämäläinen, Jari Jokela, Juha Ala-Laurila, Jukka Saarinen:
TUTMAC: a medium access control protocol for a new multimedia wireless local area network. PIMRC 1998: 592-596 - [c9]Karri-Tuomas Salli, Timo Hämäläinen, Jarno Knuutila, Jukka Saarinen:
Security design for a new wireless local area network TUTWLAN. PIMRC 1998: 1540-1544 - [p1]Mikko Lehtokangas, Jukka Saarinen, Petri Salmela, Kimmo Kaski:
Weight initialization techniques. Algorithms and Architectures 1998: 87-121 - 1997
- [j11]Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski:
Parallel realizations of Kanerva's sparse distributed memory on a tree-shaped computer. Concurr. Pract. Exp. 9(9): 877-896 (1997) - [j10]Seppo Kuusisto, Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski:
Short Term Electric Load Forecasting Using A Neural Network with Fuzzy Hidden Neurons. Neural Comput. Appl. 6(1): 42-56 (1997) - [j9]Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski:
Mapping of SOM and LVQ Algorithms on a Tree Shape Parallel Computer System. Parallel Comput. 23(3): 271-289 (1997) - [c8]Pasi Kolinummi, Timo Hämäläinen, Jukka Saarinen:
Mapping of Radial Basis Function Networks to Partial Tree Shape Parallel Neurocomputer. ICANN 1997: 1259-1264 - [c7]Petri Salmela, Kari Laurila, Mikko Lehtokangas, Jukka Saarinen:
Discriminative Isolated Digit Recognition in Noisy Environments Using Multilayer Perceptron Networks. ICONIP (2) 1997: 1116-1119 - 1996
- [j8]Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Pekka Ojala, Kimmo Kaski:
Accelerating genetic algorithm computation in tree shaped parallel computer. J. Syst. Archit. 42(1): 19-36 (1996) - [j7]Harri Klapuri, Timo Hämäläinen, Jukka Saarinen, Kimmo Kaski:
Mapping artificial neural networks to a tree shape neurocomputer. Microprocess. Microsystems 20(5): 267-276 (1996) - [j6]Mikko Lehtokangas, Jukka Saarinen, Pentti Huuhtanen, Kimmo Kaski:
Predictive minimum description length criterion for time series modeling with neural networks. Neural Comput. 8(3): 583-593 (1996) - [c6]Timo Hämäläinen, Harri Klapuri, Jukka Saarinen, Kimmo Kaski:
Mapping of multilayer perceptron networks to tree shape parallel neurocomputer. ICNN 1996: 962-967 - [c5]Petri Salmela, Kari Laurila, Seppo Kuusisto, Petri Haavisto, Jukka Saarinen:
Isolated spoken number recognition with hybrid of self-organizing map and multilayer perceptron. ICNN 1996: 1912-1917 - 1995
- [j5]Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski:
Accelerating training of radial basis function networks with Cascade-Correlation algorithm. Neurocomputing 9(2): 207-213 (1995) - [j4]Timo Hämäläinen, Jukka Saarinen, Kimmo Kaski:
TUTNC: a general purpose parallel computer for neural network computations. Microprocess. Microsystems 19(8): 447-465 (1995) - [j3]Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski, Pentti Huuhtanen:
Initializing Weights of a Multilayer Perceptron Network by Using the Orthogonal Least Squares Algorithm. Neural Comput. 7(5): 982-999 (1995) - [j2]Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski:
Fine-tuning Cascade-Correlation trained feedforward network with backpropagation. Neural Process. Lett. 2(2): 10-12 (1995) - [c4]Mikko Lehtokangas, Jukka Saarinen, Kimmo Kaski:
Simplified cascade-correlation learning. ESANN 1995 - 1993
- [c3]Jukka Vanhala, Jukka Saarinen, Kimmo Kaski:
Sparse distributed memory for multivalued patterns. ICNN 1993: 1051-1056 - [c2]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 - 1992
- [c1]Jukka Saarinen, Martti Lindroos, Jouni Tomberg, Kimmo Kaski:
Parallel Coprocessor for Kohonen's Self-Organizing Neural Network. IPPS 1992: 537-542
1980 – 1989
- 1988
- [j1]Enrico Clementi, Douglas Logan, Jukka Saarinen:
ICAP/3090: Parallel Processing for Large-Scale Scientific and Engineering Problems. IBM Syst. J. 27(4): 475-509 (1988)
Coauthor Index
aka: Timo D. Hämäläinen
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