Publications
Papers
Here you can find a list of the published papers in peer-reviewed journals and conferences. My theses can be found in the section below.
| Title/Authors | Resources (PDF/Code) | Project | Year |
|---|---|---|---|
| Learning neural connectivity from firing activity: efficient algorithms with provable guarantees on topology A. Karbasi, A. H. Salavati, M. Vetterli |   | Neural Network Connectome Mapping | 2018 |
| Computational characterization of the dependence of Halide Perovskite effective masses on chemical composition and structure N. Ashari-Astani, S. Meloni, A. H. Salavati, G. Palermo, M. Grätzel, U. Rothlisberger | | Computational Chemistry and ML | 2017 |
| Learning network structures from firing patterns A. Karbasi, A. H. Salavati, M. Vetteri | | Neural Network Connectome Mapping | 2016 |
| Asynchronous decoding of LDPC codes over BEC S. Haghighatshoar, A. Karbasi, A. H. Salavati | | Error Correcting Codes | 2015 |
| Noise facilitation in associative memories of exponential capacity A. Karbasi, A. H. Salavati, A. Shokrollahi, L. R. Varshney | | Exponential-capacity Associative Memory | 2014 |
| Nonbinary Associative Memory With Exponential Pattern Retrieval Capacity and Iterative Learning A. H. Salavati, R.K. Kumar, A. Shokrollahi | | Exponential-capacity Associative Memory | 2014 |
| Coupled neural associative memories A. Karbasi, A. H. Salavati, A. Shokrollahi | | Exponential-capacity Associative Memory | 2013 |
| Iterative learning and denoising in convolutional neural associative memories A. Karbasi, A. H. Salavati, A. Shokrollahi | | Exponential-capacity Associative Memory | 2013 |
| Noise-enhanced associative memories A. Karbasi, A. H. Salavati, A. Shokrollahi, L. R. Varshney | | Exponential-capacity Associative Memory | 2013 |
| Multi-Level Error-Resilient Neural Networks A. H. Salavati, A. Karbasi | | Exponential-capacity Associative Memory | 2012 |
| Exponential pattern retrieval capacity with non-binary associative memory R. K. Kumar, A. H. Salavati, A. Shokrollahi | | Exponential-capacity Associative Memory | 2011 |
| Neural pre-coding increases the pattern retrieval capacity of Hopfield and Bidirectional Associative Memories A. H. Salavati, R. K. Kumar, A. Shokrollahi, W. Gerstner | | Exponential-capacity Associative Memory | 2011 |
| An ant-based rate allocation algorithm for media streaming in peer to peer networks: Extension to multiple sessions and dynamic networks H. Goudarzi, A. H. Salavati, M. R. Pakravan | | Bio-inspired Networking | 2011 |
| Phase transitions for mutual information R. K. Kumar, P. Pakzad, A. H. Salavati, A. Shokrollahi | | Error Correcting Codes | 2010 |
| An ant-based rate allocation algorithm for media streaming in peer to peer networks: Extension to multiple sessions and dynamic networks A. H. Salavati, H. Goudarzi, M. R. Pakravan | | Bio-inspired Networking | 2008 |
| A Novel approach for providing QoS with network coding A. H. Salavati, H. Goudarzi, M. R. Pakravan | | QoS Network Coding | 2008 |
Theses
The link to my Ph.D., M.Sc. and B.Sc. theses are provided below
| Title | Resources (PDF/Code) | Year | Degree |
|---|---|---|---|
| Coding Theory and Neural Associative Memories with Exponential Pattern Retrieval Capacity Ecole Polytechnique Fédérale de Lausanne (EPFL) * Amir Hesam Salavati, Supervised by Prof. Amin Shokrollahi | | 2014 | Ph.D. |
| Quality of Service Network Coding Sharif University of Technology * Amir Hesam Salavati, Supervised by Prof. Babak Hossein Khalaj and co-supervised by Prof. Mohammad Reza Aref | | 2008 | M.Sc. |
| Coded Pulse Anti-Clutter Systems (CPACS) Sharif University of Technology * Amir Hesam Salavati, Supervised by Dr. Mohammad Hasan Bastani | 2006 | B.Sc. |