Speakers

Lectures:

1. Daniele Amati (SISSA, Trieste)
   On our emergence as modern humans with extraordinary cognitive capacities
   pdf
2. Dante Chialvo (CEMSC3/University of San Martin)
   Life at the edge: complexity and criticality in biological function
   pdf
3. Włodzisław Duch (Uniwersytet Mikołaja Kopernika, Toruń)
   Multi-level explanations in neuroscience. From genes to subjective experiences
   pdf-part-1, pdf-part-2, pdf-part-3
4. Diego Garlaschelli (IMT Lucca)
   Uncovering functional brain signature via random matrix theory
   pdf-part-1, pdf-part-2, pdf-part-3
5. Richard Frackowiak (Ecole Polytechnique de Lausanne, Geneva)
   The Human Brain Project - implications of big data for medicine in the future
   pdf-part-1, pdf-part-2, pdf-part-3
6. Scott Makeig (UC San Diego)
   Event-related EEG brain dynamics
   pdf-part-1, pdf-part-2
7. Ludovico Minati (Univ. of Trento and Inst. of Nucl. Phys., Krakow)
   Electronic nonlinear networks as models of neural dynamics
   pdf-part-1, pdf-part-2, pdf-part-3
8. Tara Thiagarajan (Sapien Labs, Arlington)
   Diversity in human brain dynamics
   pdf-part-1, pdf-part-2, pdf-part-3
9. Taro Toyoizumi (RIKEN BSI, Saitama)
   A local learning rule for principal component analysis and independent component analysis
   pdf-part-1, pdf-part-2, pdf-part-3
10. Daniel Wójcik (Nencki Institute, Warszawa)
    From spike trains to behavior: an introduction to point processes
    From transmembrane currents to extracellular potentials and back
    pdf-part-1, pdf-part-2

Seminars:

1. Mansoureh Aghabeig (Uniwersytet Mikołaja Kopernika, Toruń)
   Perception of non-native phoneme contrasts in 8-12 months infants:
   tensor-based analysis of EEG signals
   pdf
2. Ewa Beldzik (Jagiellonian University, Krakow)
   Simultaneous EEG-fMRI technique - benefits and drawbacks
   pdf
3. Aleksandra Domagalik (Jagiellonian University, Krakow)
   Magdalena Gawłowska (Jagiellonian University, Krakow)
   Learning dynamics in deterministic environment - behavioral, EEG and fMRI data
   pdf
4. Michał Komorowski (Uniwersytet Mikołaja Kopernika, Toruń)
   EEG Spectral Fingerprints as a method for classifying different regions of the human brain – initial results
   pdf
5. Frederike Kubandt (Goethe University, Frankfurt)
   Embodied Artificial Intelligence: How complex motion arises from single-neuron controllers
   pdf
6. Maciej Majka (Jagiellonian University, Krakow)
   Models and effects of spatially correlated noise in stochastic dynamics
   pdf
7. Jeremi Ochab (Jagiellonian University, Krakow)
   Equal-time and lagged correlations in human electroencephalograms
   pdf
8. Wojciech Tarnowski (Jagiellonian University, Krakow)
   Excitatory/inhibitory balance and eigenvector non-orthogonality of a synaptic connectivity matrix
   pdf
9. Magdalena Wiercioch (Jagiellonian University, Krakow)
   Representation Learning: A Case Study
   pdf