Mohammadjavad Faraji

Neuroscience · Life Sciences

2h-index23citations13works0.02yr avg
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Research Topics

Neural dynamics and brain function(6), Memory and Neural Mechanisms(4), Neural Networks and Applications(3), stochastic dynamics and bifurcation(2), Intelligent Tutoring Systems and Adaptive Learning(2)

Publications13 total

Balancing New Against Old Information: The Role of Surprise in Learning
arXiv (Cornell University)·2016· 2 citedOpen Access
Surprise-based learning: a novel measure of surprise with applications for learning within changing environments
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016Open Access
Surprise-modulated belief update: how to learn within changing environments?
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016Open Access
A novel information theoretic measure of surprise
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016· 1 citedOpen Access
Learning with Surprise : Theory and Applications
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016Open Access
A biologically plausible 3-factor learning rule for expectation maximization in reinforcement learning and decision making
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2015Open Access
Learning associations with a neurally-computed global novelty signal
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2015Open Access
Bayesian filtering, parallel hypotheses and uncertainty: a new, combined model for human learning
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2015· 1 citedOpen Access
A biologically plausible model of the learning rate dynamics
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2014Open Access
Surprise-based learning: neuromodulation by surprise in multi-factor learning rules
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2014Open Access
Semi-Supervised Learning with Spectral Graph Wavelets
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2011· 19 citedOpen Access
Peak Oil & Iran
2010
Peak Oil & Iran
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2010Open Access

Frequent Co-authors

Kerstin Preuschoff(9), Wulfram Gerstner(8), David I Shuman(1), Pierre Vandergheynst(1), Marco P. Lehmann(1), Alexander Aivazidis(1), Mani Bastani Parizi(1), Ramtin Pedarsani(1), Mani BASTANI PARIZI(1), Ramtin PEDARSANI(1)