Igor Kalyakin

According to our database, Igor Kalyakin authored at least 7 papers between 2008 and 2011.

Collaborative distances:

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

2011

Can back-projection fully resolve polarity indeterminacy of independent component analysis in study of event-related potential?

Fengyu Cong, Igor Kalyakin, Tapani Ristaniemi

Biomed. Signal Process. Control., 2011

How many single trials' EEG recordings are enough to extract children's brain activity of mismatch negativity by independent component analysis?

Fengyu Cong, Igor Kalyakin, Tapani Ristaniemi, Heikki Lyytinen

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

2010

Single-Trial Based Independent Component Analysis on mismatch Negativity in Children.

Fengyu Cong, Igor Kalyakin, Tiina Huttunen-Scott, Hong Li, Heikki Lyytinen, Tapani Ristaniemi

Int. J. Neural Syst., 2010

Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials.

Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi

Proceedings of the Advances in Neural Networks, 2010

2009

Extraction of the mismatch negativity elicited by sound duration decrements: A comparison of three procedures.

Igor Kalyakin, Narciso González, Andriy Ivannikov, Heikki Lyytinen

Data Knowl. Eng., 2009

Non-negative matrix factorization Vs. FastICA on mismatch negativity of children.

Fengyu Cong, Zhilin Zhang, Igor Kalyakin, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Extraction of the Mismatch Negativity on Two Paradigms Using Independent Component Analysis.

Igor Kalyakin, Narciso González, Heikki Lyytinen

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008