• Publications

      [1] B. Rouhani, A. Mirhoseini, and F. Koushanfar. "DeLight: Adding Energy Dimension To Deep Neural Networks" In Proceedings of International Symposium on Low Power Electronics and Design (ISLPED), 2016.

      [2] B. Rouhani, E. Songhori, A. Mirhoseini, and F. Koushanfar. "Automated Analysis of Streaming Big and Dense Data on Reconfigurable Platforms". ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2016.

      [3] B. Rouhani, A. Mirhoseini, and F. Koushanfar. "Going Deeper than Deep Learning for Massive Data Analytics under Physical Constraints" In proceedings of International Conference on Hardware/Software Co-design and System Synthesis (CODES+ISSS), 2016.

      [4] A. Mirhoseini, B. Rouhani, E. Songhori, and F. Koushanfar. "Chime: Checkpointing Long Computations on Intermittently Energized IoT Device", IEEE Transactions on Multi-Scale Computing Systems (TMSCS)), 2016.

      [5] A. Mirhoseini, B. Rouhani, E. Songhori, and F. Koushanfar. "PerformML: Performance Optimized Machine Learning by Platform and Content Aware Customization." Proc. Design Automation Conference (DAC), 2016.

      [6] B. Rouhani, E. Songhori, A. Mirhoseini, and F. Koushanfar. "SSketch: An Automated Framework for Streaming Sketch-based Analysis of Big Data on FPGA", IEEE International Symposium on Field-Programmable Custom Computing Machines, (FCCM), 2015.

      [7] A. Mirhoseini, E. Songhori, B. Rouhani, and F. Koushanfar. "Flexible Transformations For Learning Big Data." Short Paper, ACM Special Interest Group for the Computer Systems Performance Evaluation Conference, (SIGMETRICS), 2015.

  • Preprints

      [1] B. Rouhani, A. Mirhoseini, and F. Koushanfar. "subject: Holistic Data and Resource-Aware Large-Scale Deep Learning." Under Anonymous Review.

      [2] B. Rouhani, M. Sadegh Riazi, and F. Koushanfar. "subject: Privacy-Preserving Deep Learning." Under Anonymous Review

  • Patents

      [1] B. Rouhani, A. Mirhoseini, and F. Koushanfar. "MobiDeep: Making Sense of Mobile Context by Deep Learning." Under review for US patenting, Application No. 62294215, 2016.

      [2] B. Rouhani, A. Mirhoseini, E. Songhori, and F. Koushanfar. "Automated Real-Time Analysis of Streaming Big and Dense Data." Under review for US patenting, Application No. 62329826, 2016.

  • Workshop Presentations

      [1] "Automated Framework for Streaming Sketch-based Analysis of Big Data on FPGA", in International Conference on Computational Photography (ICCP), 2015.

      [2] "HW/SW Co-design Approach for Large Matrix Computation”, Richard Newton Young Student forum in Design Automation Conference (DAC), 2014.

      [3] "Design and Implementation of Automatic License-Plate Recognition", B.Sc. Thesis Competition, Sharif University of Technology, 2013.