Mohammad Javad Faraji

Columbia University — United States

Neuroscience · Life Sciences

4h-index285citations8works0.02yr avg
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Research Topics

Neural dynamics and brain function(4), Advanced Graph Neural Networks(3), Complex Network Analysis Techniques(2), Neural Networks and Applications(2), Memory and Neural Mechanisms(2)

Publications7 total

Balancing New Against Old Information: The Role of Surprise
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016· 3 citedOpen Access
A Multiscale Pyramid Transform for Graph Signals
IEEE Transactions on Signal Processing·2015· 162 citedOpen Access
Surprise minimization as a learning strategy in neural networks
BMC Neuroscience·2015Open Access
Neuromodulation by surprise: a biologically plausible model of the learning rate dynamics
BMC Neuroscience·2014· 1 citedOpen Access
A Multiscale Pyramid Transform for Graph Signals
arXiv (Cornell University)·2013· 6 citedOpen Access
A Framework for Multiscale Transforms on Graphs.
arXiv (Cornell University)·2013· 12 citedOpen Access
A New Method for Constructing Large Size WBE Codes with Low Complexity ML Decoder
arXiv (Cornell University)·2008· 3 citedOpen Access

Frequent Co-authors

David I Shuman(3), Pierre Vandergheynst(3), Kerstin Preuschoff(3), Wulfram Gerstner(3), Pedram Pad(1), Farrokh Marvasti(1)