Hesam Salavati


 

Hesam Salavati is working now at Sharif University of Technology in Tehran, Iran

Here is his work address:

Room 206
Sharif Technology Services Complex
Sharif University of Technology
Azadi Avenue
Tehran
Iran

 

   
   
   
   
   

Biography

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).

Research interests

Neural networks, Network tomography, Coding theory, Graphical models, Machine learning

 

Journal Publications

No items.

Conference Publications

No items.

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.

URL|PDF|Code|Bibtex 


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.

URL|PDF|Code|Bibtex