List of members
| Name | research interests |
|---|
|
Yevhen Hlushchuk |
| Antti Honkela |
Unsupervised machine learning methods, applications to analysis
of brain imaging data |
| Timo Honkela |
Computational modeling of language and cognition and, in
particular, (1) contextual and embodied learning and communication
in multi-agent communities, and (2) translation within one
language and between languages. |
| Mika Inki |
| Maija
Kaski | Biomimicry, biological motoric systems, dexterous
hand |
|
Hannu Laaksonen |
| Krista Lagus |
Modeling language and cognition using adaptive methods. Learning
representations. Discovery of latent linguistic/semantic features.
Cognitive basis of communication. |
|
Mika Laiho |
Mixed-mode IC design, array processor realizations, vision chips,
neuromorphic hardware and algorithms |
|
Otto Lappi | Philosophy of neuroscience and neurophilosophy,
representation, causal theories of reference. |
| Tomi Maila |
Computational modelling of neurons |
| Tapani Raiko |
Machine learning, inference and action, game of Go |
| Jan-Henrik
Schleimer | Computational Neuroscience, especially: Dynamics
of neuron populations and Modelling of EEG signals; Machine
learning; Information Theory; |
| Jaakko
Särelä | neuroinformatics, computational
neuroscience, neurophilosophy, philosophy of mind and (artificial)
intelligence |
| Iina
Tarnanen | Cognitive technology, EEG, fMRI,
applications to robotics |
| Simo
Vanni | Our group is interested in physiology of human
visual system, and experimental methods include functional magnetic
resonance imaging and magnetoencephalography. The main topics are
1) computational architecture of early vision, 2) multifocal fMRI,
and 3) rehabilitation of homonymous hemianopia. At the moment our
group has two PhD students, and one person working on special
assignment. |
| Harri Valpola |
System-level computational neuroscience, development of
representations, neurorobotics |
| Ricardo Vigario
| Neuroinformatics; Computational and Cognitive Neuroscience;
Adaptive and Learning Systems; Human Brain
Mapping/Understanding |
| Paul Wagner |
reinforcement learning, representations, robotics |
| Jarkko Ylipaavalniemi
|
Adaptive Informatics, Neuroinformatics, Cognition and
Consciousness |