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Mathematical analysis
Related people (40)
Alireza Modirshanechi
I am a computer science Ph.D. student in the Laboratory of Computational Neuroscience at EPFL where I work on computational models of learning and decision-making in the brain - under the supervision of Prof. Wulfram Gerstner. My main track of research focuses on (i) mathematical definitions of surprise and novelty, (ii) their influence on human behavior, and (iii) their manifestation in physiological measurements. I use statistical inference, information theory, and reinforcement learning to develop theoretical models which I test against behavioral and physiological data. I have worked with EEG, MEG, fMRI, and single neuron recordings.
Prior to joining EPFL, I received my B.Sc. in Electrical Engineering from the Sharif University of Technology, Tehran. During the last two years of my study, I did a few research projects in the Augmented Intelligence Research Lab (AIR Lab) under the supervision of Prof. Hamid Aghajan. My projects were mainly on (i) studying biomarkers of surprise in EEG signals, (ii) decoding surprise using these biomarkers, and (iii) fMRI-based classification of visual and auditory stimuli.
You can find my random scientific notes and educational articles here in my Medium account, and more information about me on my personal website.
Miguel Fernández Ruiz
Miguel Fernández Ruiz was born in Spain in 1977. He obtained his diploma in Civil Engineering from the Polytechnical University of Madrid (Spain) in 2001 and was awarded that year as best student in Civil Engineering in Spain. He later performed his doctoral studies in the same University, and obtained his PhD (cum laude) in 2003. At the same time he performed his doctoral studies, he also developed a part-time (75%) career in the industry as consultant engineer specialized in composite structures.
In 2004 he joined the team of Prof. Aurelio Muttoni at EPFL as post-doctoral fellow, where he was later promoted as scientist and lecturer. In 2014 he is promoted as Senior Scientist at EPFL. Currently, he works part-time (70%) at EPFL, developing also a professional career as partner of a consulting firm specialized in structural design.