Cognitive maps on cellular automata for mobile robots

Supplementary material: Calvo et al. (2016), Waves in isotropic totalistic cellular automata: Application to real-time robot navigation. Advances in Complex Systems 19(4), 1650012-18, 2016.

Psychological game. Try yourself and help us in collecting data!

New project: Cooperation Nizhny Novgorod - Madrid (under development).

Cognition and biometrics: A paradigm of an inteligente agent

Supplementary material: Villacorta-Atienza et al. (2014). A paradigm of an intelligent agent. (under study).

Prediction-for-CompAction: Navigation in social environments using generalized cognitive maps

Supplementary material: Villacorta-Atienza et al. (2014). Prediction-for-CompAction: Navigation in social environments using generalized cognitive maps. Biological Cybernetics.

Generators of Local Field Potentials

Supplementary material: Herreras et al. (2013). LFP. (under preparation)

Model of the rat hippocampal Dentate Gyrus

Supplementary material: Fernández-Ruiz et al. (2013). Cytoarchitectonic and dynamic origins of giant positive LFPs in the Dentate Gyrus. J Neurosci. 33(39), 15518-15532.

Cognitive navigation based on Compact Internal Representation (CIR)

Introductory videos: Villacorta-Atienza and Makarov (2013). What is CIR? What does it serve for? How do we create it?

Neural network architecture for cognitive navigation in dynamic environments

Supplementary material: Villacorta-Atienza and Makarov (2013). Neural network architecture for cognitive navigation in dynamic environments. IEEE Trans. Neur. Netw. Learn. Syst. 24(12), 2075-2087.

Parallel readout of pathway-specific inputs to laminated brain structures

Supplementary material: Makarova et al. (2011). Parallel readout of pathway-specific inputs to laminated brain structures. Front. Syst. Neurosci. 5:77. doi: 10.3389/fnsys.2011.00077.

Compact internal representation of dynamic situations: Neural network implementing the causality principle

Supplementary material: Villacorta-Atienza et al. (2010). Compact internal representation of dynamic situations: Neural network implementing the causality principle. Biol. Cyber. 103, 285-297.

Recovering EEG brain signals: Artifact suppression with wavelet enhanced independent component analysis

Supplementary material: Castellanos and Makarov (2006). Recovering EEG brain signals: Artifact suppression with wavelet enhanced independent component analysis. J. Neurosci. Methods 158, 300-312. Note: Updated (Oct. 2012) package for wICA can be downloaded from the Downloads section.

Projects:

Development of technologies for cognitive interaction with the external world and the brain-machine interfaces based on neural assemblies
(Разработка технологий когнитивного взаимодействия с внешним миром и интерфейсов человек-машина на основе нейронных ансамблей)

Theoretical and Experimental MOdeling of neural networks involved in COgnitive Processes (TEMOCOP)
(Modelización teórico-experimental de redes neuronales implicadas en procesos cognitivos)

Spatiotemporal Patterns for Action-oriented perception in Roving robots: an insect brain computational model (SPARK II)

Estudio y modelización de la actividad oscilatoria involucrada en la integración-diferenciación de estímulos sensoriales en el sistema somatosensorial de la rata