Heikki Lyytinen

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 4

Top Topics

Quantitative Methods

Tensor Factorization

Digital Game Based Learning

Top Venues

J. Comput. Assist. Learn.

Br. J. Educ. Technol.

Publications

Priyanka Patel, Minna Torppa, Mikko Aro, Ulla Richardson, Heikki Lyytinen
Assessing the effectiveness of a game-based phonics intervention for first and second grade English language learners in India: A randomized controlled trial. J. Comput. Assist. Learn. 38 (1) (2022)
Anni Nora, Hanna Renvall, Miia Ronimus, J. Kere, Heikki Lyytinen, Riitta Salmelin
Children at risk for dyslexia show deficient left-hemispheric memory representations for new spoken word forms. NeuroImage 229 (2021)
Marko Niemelä, Tommi Kärkkäinen, Sami Äyrämö, Miia Ronimus, Ulla Richardson, Heikki Lyytinen
Game learning analytics for understanding reading skills in transparent writing system. Br. J. Educ. Technol. 51 (6) (2020)
Miia Ronimus, Kenneth Eklund, Jari Westerholm, Ritva Ketonen, Heikki Lyytinen
A mobile game as a support tool for children with severe difficulties in reading and spelling. J. Comput. Assist. Learn. 36 (6) (2020)
Miia Ronimus, Janne V. Kujala, Asko Tolvanen, Heikki Lyytinen
Children's engagement during digital game-based learning of reading: The effects of time, rewards, and challenge. Comput. Educ. 71 (2014)
Jessica M. Black, Hiroko Tanaka, Leanne Stanley, Masanori Nagamine, Nahal Zakerani, Alexandra Thurston, Shelli R. Kesler, Charles Hulme, Heikki Lyytinen, Gary H. Glover, Christine Serrone, Mira M. Raman, Allan L. Reiss, Fumiko Hoeft
Maternal history of reading difficulty is associated with reduced language-related gray matter in beginning readers. NeuroImage 59 (3) (2012)
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Tiina Huttunen-Scott, Jukka Kaartinen, Tapani Ristaniemi, Heikki Lyytinen, Andrzej Cichocki
Benefits of Multi-Domain Feature of mismatch Negativity Extracted by Non-Negative Tensor Factorization from EEG Collected by Low-Density Array. Int. J. Neural Syst. 22 (6) (2012)
Fengyu Cong, Igor Kalyakin, Tapani Ristaniemi, Heikki Lyytinen
How many single trials' EEG recordings are enough to extract children's brain activity of mismatch negativity by independent component analysis? ISPA (2011)
Andriy Ivannikov, Tommi Kärkkäinen, Tapani Ristaniemi, Heikki Lyytinen
A robust approach to ERP denoising. ISSPA (2010)
Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. ISNN (2) (2010)
Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi
Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. IJCNN (2010)
Fengyu Cong, Igor Kalyakin, Tiina Huttunen-Scott, Hong Li, Heikki Lyytinen, Tapani Ristaniemi
Single-Trial Based Independent Component Analysis on mismatch Negativity in Children. Int. J. Neural Syst. 20 (4) (2010)
Fengyu Cong, Anh Huy Phan, Heikki Lyytinen, Tapani Ristaniemi, Andrzej Cichocki
Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential. LVA/ICA (2010)
Fengyu Cong, Tuomo Sipola, Xiaonan Xu, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
Concatenated trial based Hilbert-Huang transformation on event-related potentials. IJCNN (2010)
Fengyu Cong, Zhilin Zhang, Igor Kalyakin, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
Non-negative matrix factorization Vs. FastICA on mismatch negativity of children. IJCNN (2009)
Igor Kalyakin, Narciso González, Andriy Ivannikov, Heikki Lyytinen
Extraction of the mismatch negativity elicited by sound duration decrements: A comparison of three procedures. Data Knowl. Eng. 68 (12) (2009)
Igor Kalyakin, Narciso González, Heikki Lyytinen
Extraction of the Mismatch Negativity on Two Paradigms Using Independent Component Analysis. CBMS (2008)
Andriy Ivannikov, Tommi Kärkkäinen, Tapani Ristaniemi, Heikki Lyytinen
Traditional Averaging, Weighted Averaging, and ERPSUB for ERP Denoising in EEG Data - A Comparison of the Convergence Properties. BIOSIGNALS (1) (2008)
Andriy Ivannikov, Tommi Kärkkäinen, Tapani Ristaniemi, Heikki Lyytinen
Separation of ERP and Noise Subspaces in EEG Data without Whitening. CBMS (2008)
Hyunseok Kook, Lalit Gupta, Srinivas Kota, Dennis Molfese, Heikki Lyytinen
An offline/real-time artifact rejection strategy to improve the classification of multi-channel evoked potentials. Pattern Recognit. 41 (6) (2008)
Andriy Ivannikov, Tommi Kärkkäinen, Tapani Ristaniemi, Heikki Lyytinen
Extraction of ERP from EEG data. ISSPA (2007)
Mikko Vilenius, Janne V. Kujala, Ulla Richardson, Heikki Lyytinen, Toshio Okamoto
Bayesian Modelling of Confusability of Phoneme-Grapheme Connections. ICALT (2007)