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Conference Papers

  1. Mohammad Motamedi, Daniel Fong, Soheil Ghiasi, “Fast and Energy-Efficient CNN Inference on IoT Devices“, working paper and source code
  2. Seyyed Salar Latifi Oskouei, Hossein Golestani, Matin Hashemi, Soheil Ghiasi, “CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android“, Proceedings of the ACM Multimedia, Open Source Software Competition track, October 2016
  3. Brianna Myers, Jaskaran Atwal, Chai Yang, Lisa Brown, Soheil Ghiasi, Andre Knoesen. “Towards Data-Driven Pre-Operative Evaluation of Lung Cancer Patients: The Case of Smart Mask“, IEEE Wireless Health Conference, October 2016
  4. Nicholas Hosein, and Soheil Ghiasi. “A Study of Wearable Sensor Selection, Motion Representation and its Effect on Exercise Classification“, IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), June 2016.
  5. Philipp Gysel, Mohammad Motamedi, and Soheil Ghiasi. “Hardware-oriented Approximation of Convolutional Neural Networks.“, International Conference on Learning Representation (ICLR) – workshop track, May 2016
  6. Mohammad Motamedi, Philipp Gysel, Venkatesh Akella and Soheil Ghiasi, “Design Space Exploration of FPGA-Based Deep Convolutional Neural Network“, IEEE/ACM Asia-South Pacific Design Automation Conference (ASPDAC),  January 2016.
  7. Kamyar Mirzazad , Matin Hashemi , Volodymyr Khibiny, Soheil Ghiasi, “Implementation-Aware Model Analysis: The Case of Buffer-Throughput Tradeoff in Streaming Applications”, ACM SIGPLAN/SIGBED Conference on Languages, Compilers and Tools for Embedded Systems (LCTES), June 2015 (Download Benchmark).
  8. Kamyar Mirzazad , Matin Hashemi , Volodymyr Khibiny, Soheil Ghiasi, “Implementation-Aware Buffer-Throughput Tradeoff in Embedded Stream Applications”, IEEE/ACM Design Automation and Test in Europe (DATE), Workshop on Model Implementation Fidelity, March 2015
  9. Mohammad H. Foroozannejad, Brent Bohnenstiehl, Soheil Ghiasi, “BAMSE: A Balanced Mapping Space Exploration Algorithm for GALS-based Manycore Platforms“, IEEE/ACM Asia-South Pacific Design Automation Conference (ASPDAC), pp. 479-484, January 2013
  10. Matin Hashemi, Mohammad H. Foroozannejad, Christoph Etzel, Soheil Ghiasi, “FORMLESS: Scalable Utilization of Embedded Manycores in Streaming Applications“, ACM SIGPLAN/SIGBED Conference on Languages, Compilers and Tools for Embedded Systems (LCTES), pp. 71-78, June 2012
  11. Matin Hashemi, Soheil Ghiasi, “Towards scalable utilization of embedded manycores in throughput-sensitive applications“, IEEE International High Level Design Validation and Test Workshop (HLDVT), pp. 110-115, November 2011 (invited)
  12. Faisal Khan, Nicholas Hosein, Chen-Nee Chuah, Soheil Ghiasi, “Streaming Solutions For Fine-Grained Network Traffic Measurements And Analysis“, ACM/IEEE Symposium on Architectures for Networking and Communication Systems (ANCS), pp. 227-238, October 2011
  13. Soheil Ghiasi, Matin Hashemi, Volodymyr Khibin, Faisal Khan, “Puzzle Solver Accelerators Make Excellent Capstone Design Projects“, IEEE International Conference on Microelectonics System Education (MSE), pp. 21-24, June 2011
  14. Faisal Khan, Nicholas Hosein, Scott Vernon, Soheil Ghiasi, “BURAQ: A Dynamically Reconfigurable System for Stateful Measurement of Network Traffic“, 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, pp.185-192, May 2010 (24/132: 18% acceptance rate)
  15. Mohammad H. Foroozannejad, Matin Hashemi, Trevor Hodges, Soheil Ghiasi, “Look Into Details: The Benefits of Fine-Grain Streaming Buffer Analysis“, ACM SIGPLAN/SIGBED Conference on Languages, Compilers and Tools for Embedded Systems (LCTES), pp. 27-36, April 2010 (18/58: 31% acceptance rate)
  16. Faisal Khan, Lihua Yuan, Chen-Nee Chuah, and Soheil Ghiasi, “A Programmable Architecture for Scalable and Real-time Network Traffic Measurements“, 4th ACM/IEEE Symposium on Architecture for Networking and Communications Systems (ANCS), pp. 109-118, November 2008
  17. Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi, “System-Level Performance Estimation for Application-Specific MPSoC Interconnect Synthesis“, IEEE Symposium on Application Specific Processors, pp. 95-100, June 2008
  18. Matin Hashemi, Soheil Ghiasi, “Exact and Approximate Task Assignment Algorithms for Pipelined Software Synthesis“, IEEE/ACM Design Automation and Test in Europe (DATE), pp. 746-751, March 2008
  19. Soheil Ghiasi, “Incremental Component Implementation Selection: Enabling ECO in Compositional System Synthesis“, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 131-134, November 2007
  20. Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi, “Joint Throughput and Energy Optimization for Pipelined Execution of Embedded Streaming Applications“, ACM Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES), pp. 137-139, June 2007
  21. Roozbeh Jafari, Soheil Ghiasi, Majid Sarrafzadeh, “Medical Embedded Systems“, International Embedded Systems Symposium, pp. 441-444, May 2007
  22. Po-Kuan Huang, Soheil Ghiasi, “Efficient and Scalable Compiler-Directed Energy Optimization for Realtime Applications“, IEEE/ACM Design Automation and Test in Europe (DATE), pp. 785-790, April 2007
  23. Po-Kuan Huang, Soheil Ghiasi, “Leakage-­Aware Intraprogram Voltage Scaling for Embedded Processors“, IEEE/ACM Design Automation Conference (DAC), pp. 364-369, July 2006
  24. Soheil Ghiasi, “Improved Threshold Voltage Assignment via Combinatorial Implementation Selection“, IEEE/ACM International Workshop on Logic and Synthesis (IWLS), pp. 94-101, June 2006
  25. Alessandro Bissacco, Soheil Ghiasi, Stefano Soatto, “Fast Visual Feature Selection and Tracking in a Hybrid Reconfigurable Architecture“, Workshop on Applications of Computer Vision (ACV), May 2006
  26. Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh, “Routing Algorithms: Architecture Driven Rerouting Enhancement for FPGAs“, IEEE International Symposium on Circuits and Systems (ISCAS), pp. 5443-5446, May 2006
  27. Jia Ming Mar, Alessandro Bissacco, Stefano Soatto, Soheil Ghiasi, “High Performance Feature Detection on a Reconfigurable Co-Processor“, IEEE Field-Programmable Custom Computing Machines (FCCM), pp. 341-342, April 2006
  28. Soheil Ghiasi, Po-Kuan Huang, “Probabilistic Delay Budgeting for Soft Realtime Applications“, IEEE/ACM International Symposium on Quality Electronics Design (ISQED), pp. 141-146, March 2006
  29. Roozbeh Jafari, Hyduke Noshadi, Soheil Ghiasi, Majid Sarrafzadeh, “Adaptive Medical Feature Extraction for Resource Constrained Distributed Embedded Systems“, IEEE International Workshop on Ubiquitous and Pervasive Health Care (UbiCare), in Conjunction with IEEE Conference on Pervasive Computing and Communications (PerCom), pp. 506-511, March 2006
  30. Po-Kuan Huang, Soheil Ghiasi, “Power-Aware Compilation for Embedded Processors with Dynamic Voltage Scaling and Adaptive Body Biasing Capabilities“, IEEE/ACM Design Automation and Test in Europe (DATE), pp. 943-944, March 2006
  31. Soheil Ghiasi, “Effcient Implementation Selection via Time Budgeting: Complexity Analysis and Leakage Optimization Case Study“, IEEE International Conference on Computer Design (ICCD), pp. 127-129, October 2005
  32. Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh, “Routing Algorithms: Enhancing Routability & Enabling ECO“, ACM International Symposium on Field-Programmable Gate Arrays (FPGA), page 266, February 2005
  33. Soheil Ghiasi, Elaheh Bozorgzadeh, Siddharth Choudhury, Majid Sarrafzadeh, “A Unified Theory of Timing Budget Management“, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 653-659, November 2004
  34. Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh, “Incremental Timing Budget Management in Programmable Systems“, International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), pp. 240-246, June 2004
  35. Taraneh Taghavai, Soheil Ghiasi, Abhishek Ranjan, Salil Raje, Majid Sarrafzadeh, “Innovate or Perish: FPGA Physical Design“, IEEE/ACM International Symposium on Physical Design (ISPD), pp. 148-155, April 2004
  36. Eren Kursun, Soheil Ghiasi, Majid Sarrafzadeh, “Transistor Level Budgeting for Power Optimization“, IEEE International Symposium on Quality Electronic Design (ISQED), pp. 116-121, March 2004
  37. Soheil Ghiasi, Karlene Nguyen, Elaheh Bozorgzadeh, Majid Sarrafzadeh, “On Computation and Resource Management in Networked Embedded Systems“, International Conference on Parallel and Distributed Computing and Systems, pp. 445-451, November 2003
  38. Soheil Ghiasi, Karlene Nguyen, Majid Sarrafzadeh, “Profiling Accuracy-Latency Characteristics of Collaborative Object Tracking Applications“, International Conference on Parallel and Distributed Computing and Systems, pp. 694-701, November 2003
  39. Ani Nahapetian, Soheil Ghiasi, Majid Sarrafzadeh, “Task Scheduling on Heterogeneous Resources with Heterogeneous Reconfiguration Costs“, International Conference on Parallel and Distributed Computing and Systems, pp. 916-921, November 2003
  40. Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh, “Improving Performance and Quality thru Hardware Reconfiguration: Potentials and Adaptive Object Tracking Case Study“, IEEE Workshop on Embedded Systems for Real-Time Multimedia (ESTIMedia), pp. 149-155, October 2003
  41. Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh, “Collaborative and Reconfigurable Object Tracking“, International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA), pp. 13-20, June 2003
  42. Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh, “Optimal Integer Delay Budgeting on Directed Acyclic Graphs“, IEEE/ACM Design Automation Conference (DAC), pp. 920-925, June 2003
  43. Soheil Ghiasi, Karlene Nguyen, Elaheh Bozorgzadeh, Majid Sarrafzadeh,”On Computation and Resource Management in an FPGA-based Computing Environment“, ACM International Symposium on Field-Programmable Gate Arrays (FPGA), page 243, February 2003
  44. Ram Kumar, Soheil Ghiasi, Mani Srivastava, “Dynamic Adaptation of Networked Reconfigurable Systems“, Workshop on Software Support for Reconfigurable Systems (SSRS), February 2003
  45. Soheil Ghiasi, Majid Sarrafzadeh, “Optimal Reconfiguration Sequence Management“, IEEE/ACM Asia South Pacific Design Automation Conference (ASPDAC), pp. 359-365, January 2003
  46. Karlene Nguyen, Gavin Yueng, Soheil Ghiasi, Majid Sarrafzadeh, “A General Framework for Tracking Objects in a Multi-Camera Environment“, International Workshop on Digital and Computational Video (DCV), pp. 200-204, November 2002
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