Information

Name:	Dr Tamas Madl
E-Mail:	tamas.madl@gmail.com thomas.madl@gmail.com
Current Positions:	Principal Investigator - Austrian Research Institute for Artificial Intelligence, Vienna, Austria Visiting Postdoctoral Researcher - Machine Learning & Optimisation group, University of Manchester, UK External Researcher - CCRG group, University of Memphis, USA

Publications

Madl T, Franklin S, Chen K, Montaldi D, Trappl R, 2016 Towards real-world capable spatial memory in the LIDA cognitive architecture. Biologically Inspired Cognitive Architectures.
Trapp M, Madl T, Peharz R, Pernkopf F, Trappl R, 2017 Safe Semi-Supervised Learning of Sum-Product Networks. International Conference on Uncertainty in Artificial Intelligence (UAI 2017)
Trapp M, Peharz R, Skowron M, Madl T, Pernkopf F and Trappl R, 2016. Structure Inference in Sum-Product Networks using Infinite Sum-Product Trees. NIPS BNP 2016
Franklin, S, Madl, T, Strain, S, Faghihi, U, Dong, D, Kugele, S, Snaider, J, Agrawal, P, Chen, S, 2016 A LIDA Cognitive Model Tutorial Biologically Inspired Cognitive Architectures.
Franklin, S, Madl, T, D'Mello, S, Snaider, J, 2013 LIDA: A Systems-level Architecture for Cognition, Emotion, and Learning. IEEE Transactions on Autonomous Mental Development.
Madl T, Baars BJ, Franklin S, 2011 The Timing of the Cognitive Cycle. PLoS ONE 6(4): e14803. doi:10.1371/journal.pone.0014803

Madl T, accepted Network analysis of heart beat intervals using horizontal visibility graphs. Computing in Cardiology
Madl T, accepted Deep neural heart rate variability analysis. NIPS ML4H (Machine Learning for Health)

Madl T, Franklin S, Chen K, Trappl R, accepted A computational cognitive framework of spatial memory in brains and robots. Cognitive Systems Research.
Madl T, Franklin S, Chen K, Trappl R, Montaldi D, accepted Exploring the structure of spatial representations. PLoS ONE. 3D experiment code
Madl T, Chen K, Montaldi D, Trappl R, 2015 Computational cognitive models of spatial memory in navigation space: A review. Neural Networks, 65, 18-43.
Madl, T, Franklin, S, Chen, K, Trappl, R, 2013 Spatial Working Memory in the LIDA Cognitive Architecture. International Conference on Cognitive Modeling (ICCM) 2013
Madl, T. & Franklin, S., 2012 A LIDA-based Model of the Attentional Blink. International Conference on Cognitive Modeling (ICCM) 2012
Madl T & Sigmund, K., 2010 A 2D Simulation of Paleolithic Cooperation
(Presented at the MEi:Cognitive Science Conference 2010 in Dubrovnik) Abstract | Conference poster | Simulation Software (requires .NET 2)

Madl T, Franklin S, Chen K, Montaldi D, Trappl R, 2014 Bayesian Integration of Information in Hippocampal Place Cells. PLoS ONE 9(3), e89762