# 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 topologyA. 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 structureN. Ashari-Astani, S. Meloni, A. H. Salavati, G. Palermo, M. Grätzel, U. Rothlisberger | Computational Chemistry and ML | 2017 | |

Learning network structures from firing patternsA. Karbasi, A. H. Salavati, M. Vetteri | Neural Network Connectome Mapping | 2016 | |

Asynchronous decoding of LDPC codes over BECS. Haghighatshoar, A. Karbasi, A. H. Salavati | Error Correcting Codes | 2015 | |

Noise facilitation in associative memories of exponential capacityA. Karbasi, A. H. Salavati, A. Shokrollahi, L. R. Varshney | Exponential-capacity Associative Memory | 2014 | |

Nonbinary Associative Memory With Exponential Pattern Retrieval Capacity and Iterative LearningA. H. Salavati, R.K. Kumar, A. Shokrollahi | Exponential-capacity Associative Memory | 2014 | |

Coupled neural associative memoriesA. Karbasi, A. H. Salavati, A. Shokrollahi | Exponential-capacity Associative Memory | 2013 | |

Iterative learning and denoising in convolutional neural associative memoriesA. Karbasi, A. H. Salavati, A. Shokrollahi | Exponential-capacity Associative Memory | 2013 | |

Noise-enhanced associative memoriesA. Karbasi, A. H. Salavati, A. Shokrollahi, L. R. Varshney | Exponential-capacity Associative Memory | 2013 | |

Multi-Level Error-Resilient Neural NetworksA. H. Salavati, A. Karbasi | Exponential-capacity Associative Memory | 2012 | |

Exponential pattern retrieval capacity with non-binary associative memoryR. 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 MemoriesA. 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 networksH. Goudarzi, A. H. Salavati, M. R. Pakravan | Bio-inspired Networking | 2011 | |

Phase transitions for mutual informationR. 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 networksA. H. Salavati, H. Goudarzi, M. R. Pakravan | Bio-inspired Networking | 2008 | |

A Novel approach for providing QoS with network codingA. 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