I received my BSc and MSc on communication systems and science from Sharif University of Technology in 2006 and 2008, respectively.
In 2014, I received my PhD from the Computer and Communication Sciences school of Ecole Polytechnique Federale de Lausanne (EPFL). My thesis was titled “ Coding Theory and Neural Associative Memories with Exponential Pattern Retrieval Capacity” and focused on applications of coding theory in designing efficient neural associative memories.
In this page, you could find some information about me and my academic activities (teaching and research experience, publications and presentations, etc.) I have another webpage in which I share papers and articles that I find useful. Furthermore, the codes that are frequently developed for our simulations is available in our Github depository (here).
Neural networks, Network tomography, Coding theory, Graphical models, Machine learning
Complete Publications List
Amin Karbasi, Amir Hesam Salavati, Lav R. Varshney and Amin Shokrollahi
Noise facilitation in associative memories of exponential capacity
Neural Computation, March 2014.
Raj K. Kumar, Amir Hesam Salavati and Amin Shokrollahi
Nonbinary associative memory with exponential pattern retrieval capacity and learning
IEEE Transactions on Neural Networks and Learning Systems, 2014.