Soheil Ghiasi

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 36

Top Topics

Mobile Platform

Convolutional Neural Networks

Efficient Inference

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Mahya Saffarpour, Kourosh Vali, Weitai Qian, Begum Kasap, Diana L. Farmer, Aijun Wang, Soheil Ghiasi
Deep Quasi-Periodic Priors: Signal Separation in Wearable Systems with Limited Data. DATE (2024)
Ata Vafi, Kourosh Vali, Begum Kasap, Jonathan C. Hu, Eric Kurzrock, Soheil Ghiasi
Towards non-invasive bladder volume sensing via bio-impedance spectroscopy: feasibility demonstration in ex-vivo bladder models. ICCPS (2023)
Mahya Saffarpour, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi
Physiowise: A Physics-aware Approach to Dicrotic Notch Identification. ACM Trans. Comput. Heal. 4 (2) (2023)
Kourosh Vali, Ata Vafi, Begum Kasap, Soheil Ghiasi
BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Begum Kasap, Kourosh Vali, Weitai Qian, Mahya Saffarpour, Soheil Ghiasi
KUBAI: Sensor Fusion for Non-Invasive Fetal Heart Rate Tracking. IEEE Trans. Biomed. Eng. 70 (7) (2023)
Begum Kasap, Kourosh Vali, Weitai Qian, Mahya Saffarpour, Randall Fowler, Soheil Ghiasi
Robust Fetal Heart Rate Tracking through Fetal Electrocardiography (ECG) and Photoplethysmography (PPG) Fusion. EMBC (2023)
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
Scalable CNN Synthesis for Resource-Constrained Embedded Platforms. IEEE Internet Things J. 9 (3) (2022)
Kourosh Vali, Begum Kasap, Weitai Qian, Ata Vafi, Mahya Saffarpour, Soheil Ghiasi
. EMBC (2021)
Mahya Saffarpour, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi
Dicrotic Notch Identification: a Generalizable Hybrid Approach under Arterial Blood Pressure (ABP) Curve Deformations. EMBC (2021)
Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Mostafa E. Salehi, Soheil Ghiasi
E2BNet: MAC-free yet accurate 2-level binarized neural network accelerator for embedded systems. J. Real Time Image Process. 18 (4) (2021)
Begum Kasap, Kourosh Vali, Weitai Qian, Herman L. Hedriana, Aijun Wang, Diana L. Farmer, Soheil Ghiasi
Towards Noninvasive Accurate Detection of Intrapartum Fetal Hypoxic Distress. BSN (2021)
Begum Kasap, Kourosh Vali, Weitai Qian, Wai Ho Chak, Ata Vafi, Naoki Saito, Soheil Ghiasi
. EMBC (2021)
Daniel D. Fong, Kaeli J. Yamashiro, Kourosh Vali, Laura A. Galganski, Jameson Thies, Rasta Moeinzadeh, Christopher Pivetti, André Knoesen, Vivek J. Srinivasan, Herman L. Hedriana, Diana L. Farmer, Michael Austin Johnson, Soheil Ghiasi
Design and In Vivo Evaluation of a Non-Invasive Transabdominal Fetal Pulse Oximeter. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
Octopus: Context-Aware CNN Inference for IoT Applications. IEEE Embed. Syst. Lett. 12 (1) (2020)
Daniel D. Fong, Kourosh Vali, Soheil Ghiasi
Contextually-aware Fetal Sensing in Transabdominal Fetal Pulse Oximetry. ICCPS (2020)
Dong Wang, Ke Xu, Jingning Guo, Soheil Ghiasi
DSP-Efficient Hardware Acceleration of Convolutional Neural Network Inference on FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips. IEEE Embed. Syst. Lett. 11 (1) (2019)
Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms. ACM Trans. Embed. Comput. Syst. 18 (5) (2019)
Dong Wang, Ke Xu, Qun Jia, Soheil Ghiasi
ABM-SpConv: A Novel Approach to FPGA-Based Acceleration of Convolutional Neural Network Inference. DAC (2019)
Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi
Resource-Scalable CNN Synthesis for IoT Applications. CoRR (2019)
Daniel D. Fong, Vivek J. Srinivasan, Kourosh Vali, Soheil Ghiasi
Optode Design Space Exploration for Clinically-robust Non-invasive Fetal Oximetry. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Daniel D. Fong, Alejandro Velazquez Alcantar, Prashant Gupta, Eric Kurzrock, Soheil Ghiasi
Non-invasive bladder volume sensing for neurogenic bladder dysfunction management. BSN (2018)
Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi, Soheil Ghiasi
Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms. CoRR (2018)
Mohammad Motamedi, Philipp Gysel, Soheil Ghiasi
PLACID: A Platform for FPGA-Based Accelerator Creation for DCNNs. ACM Trans. Multim. Comput. Commun. Appl. 13 (4) (2017)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Machine Intelligence on Resource-Constrained IoT Devices: The Case of Thread Granularity Optimization for CNN Inference. ACM Trans. Embed. Comput. Syst. 16 (5s) (2017)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Cappuccino: Efficient Inference Software Synthesis for Mobile System-on-Chips. CoRR (2017)
Oleksiy Budilovsky, Golnaz Alipour, André Knoesen, Lisa Brown, Soheil Ghiasi
A data-driven approach to pre-operative evaluation of lung cancer patients. Healthcom (2017)
Oleksiy Budilovsky, Golnaz Alipour, André Knoesen, Lisa Brown, Soheil Ghiasi
A Data-Driven Approach to Pre-Operative Evaluation of Lung Cancer Patients. CoRR (2017)
Daniel D. Fong, André Knoesen, Soheil Ghiasi
Transabdominal fetal pulse oximetry: The case of fetal signal optimization. Healthcom (2017)
Brianna Myers, Jaskaran Atwal Nahal, Chai Yang, Lisa Brown, Soheil Ghiasi, André Knoesen
Towards data-driven pre-operative evaluation of lung cancer patients: the case of smart mask. Wireless Health (2016)
Nicholas Hosein, Soheil Ghiasi
Wearable Sensor Selection, Motion Representation and their Effect on Exercise Classification. CHASE (2016)
Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi
Hardware-oriented Approximation of Convolutional Neural Networks. CoRR (2016)
Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi
Fast and Energy-Efficient CNN Inference on IoT Devices. CoRR (2016)
Mohammad Motamedi, Philipp Gysel, Venkatesh Akella, Soheil Ghiasi
Design space exploration of FPGA-based Deep Convolutional Neural Networks. ASP-DAC (2016)
Seyyed Salar Latifi Oskouei, Hossein Golestani, Matin Hashemi, Soheil Ghiasi
CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android. ACM Multimedia (2016)
Seyyed Salar Latifi Oskouei, Hossein Golestani, Mohamad Kachuee, Matin Hashemi, Hoda Mohammadzade, Soheil Ghiasi
GPU-based Acceleration of Deep Convolutional Neural Networks on Mobile Platforms. CoRR (2015)
Bin Liu, Mohammad H. Foroozannejad, Soheil Ghiasi, Bevan M. Baas
Optimizing power of many-core systems by exploiting dynamic voltage, frequency and core scaling. MWSCAS (2015)
Kamyar Mirzazad Barijough, Matin Hashemi, Volodymyr Khibin, Soheil Ghiasi
Implementation-Aware Model Analysis: The Case of Buffer-Throughput Tradeoff in Streaming Applications. LCTES (2015)
Faisal Khan, Nicholas Hosein, Soheil Ghiasi, Chen-Nee Chuah, Puneet Sharma
Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis. IEEE/ACM Trans. Netw. 22 (2) (2014)
Mohammad H. Foroozannejad, Matin Hashemi, Alireza Mahini, Bevan M. Baas, Soheil Ghiasi
Time-Scalable Mapping for Circuit-Switched GALS Chip Multiprocessor Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33 (5) (2014)
Faisal Khan, Soheil Ghiasi, Chen-Nee Chuah
A Dynamically Reconfigurable System for Closed-Loop Measurements of Network Traffic. IEEE Trans. Computers 63 (2) (2014)
Mohammad H. Foroozannejad, Brent Bohnenstiehl, Soheil Ghiasi
BAMSE: A balanced mapping space exploration algorithm for GALS-based manycore platforms. ASP-DAC (2013)
Matin Hashemi, Mohammad H. Foroozannejad, Soheil Ghiasi
Throughput-memory footprint trade-off in synthesis of streaming software on embedded multiprocessors. ACM Trans. Embed. Comput. Syst. 13 (3) (2013)
Matin Hashemi, Mohammad H. Foroozannejad, Soheil Ghiasi, Christoph Etzel
FORMLESS: scalable utilization of embedded manycores in streaming applications. LCTES (2012)
Mohammad H. Foroozannejad, Trevor L. Hodges, Matin Hashemi, Soheil Ghiasi
Postscheduling buffer management trade-offs in streaming software synthesis. ACM Trans. Design Autom. Electr. Syst. 17 (3) (2012)
Soheil Ghiasi, Matin Hashemi, Volodymyr Khibin, Faisal Khan
Puzzle solver accelerators make excellent capstone design projects. MSE (2011)
Matin Hashemi, Soheil Ghiasi
Towards scalable utilization of embedded manycores in throughput-sensitive applications. HLDVT (2011)
Faisal Khan, Nicholas Hosein, Chen-Nee Chuah, Soheil Ghiasi
Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis. ANCS (2011)
Faisal Khan, Nicholas Hosein, Scott Vernon, Soheil Ghiasi
BURAQ: A Dynamically Reconfigurable System for Stateful Measurement of Network Traffic. FCCM (2010)
Mohammad H. Foroozannejad, Matin Hashemi, Trevor L. Hodges, Soheil Ghiasi
Look into details: the benefits of fine-grain streaming buffer analysis. LCTES (2010)
Matin Hashemi, Soheil Ghiasi
Versatile Task Assignment for Heterogeneous Soft Dual-Processor Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29 (3) (2010)
Soheil Ghiasi
On Incremental Component Implementation Selection in System Synthesis. IEEE Trans. Very Large Scale Integr. Syst. 18 (11) (2010)
Matin Hashemi, Soheil Ghiasi
Throughput-driven synthesis of embedded software for pipelined execution on multicore architectures. ACM Trans. Embed. Comput. Syst. 8 (2) (2009)
Po-Kuan Huang, Soheil Ghiasi
Energy-Aware Compilation for Embedded Processors with Technology Scaling Considerations. J. Low Power Electron. 5 (4) (2009)
Ani Nahapetian, Philip Brisk, Soheil Ghiasi, Majid Sarrafzadeh
An approximation algorithm for scheduling on heterogeneous reconfigurable resources. ACM Trans. Embed. Comput. Syst. 9 (1) (2009)
Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi
System-Level Performance Estimation for Application-Specific MPSoC Interconnect Synthesis. SASP (2008)
Faisal Khan, Lihua Yuan, Chen-Nee Chuah, Soheil Ghiasi
A programmable architecture for scalable and real-time network traffic measurements. ANCS (2008)
Matin Hashemi, Soheil Ghiasi
Exact and Approximate Task Assignment Algorithms for Pipelined Software Synthesis. DATE (2008)
Roozbeh Jafari, Soheil Ghiasi, Majid Sarrafzadeh
Medical Embedded Systems. IESS (2007)
Soheil Ghiasi
Incremental component implementation selection: enabling ECO in compositional system synthesis. ICCAD (2007)
Po-Kuan Huang, Soheil Ghiasi
Efficient and scalable compiler-directed energy optimization for realtime applications. DATE (2007)
Po-Kuan Huang, Soheil Ghiasi
Efficient and scalable compiler-directed energy optimization for realtime applications. ACM Trans. Design Autom. Electr. Syst. 12 (3) (2007)
Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi
Joint throughput and energy optimization for pipelined execution of embedded streaming applications. LCTES (2007)
Soheil Ghiasi, Po-Kuan Huang, Roozbeh Jafari
Probabilistic delay budget assignment for synthesis of soft real-time applications. IEEE Trans. Very Large Scale Integr. Syst. 14 (8) (2006)
Soheil Ghiasi, Elaheh Bozorgzadeh, Karlene Nguyen, Majid Sarrafzadeh
Efficient Timing Budget Management for Accuracy Improvement in a Collaborative Object Tracking System. J. VLSI Signal Process. 42 (1) (2006)
Roozbeh Jafari, Hyduke Noshadi, Soheil Ghiasi, Majid Sarrafzadeh
Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems. IEEE Trans. Parallel Distributed Syst. 17 (8) (2006)
Soheil Ghiasi, Po-Kuan Huang
Probabilistic Delay Budgeting for Soft Realtime Applications. ISQED (2006)
Soheil Ghiasi, Elaheh Bozorgzadeh, Po-Kuan Huang, Roozbeh Jafari, Majid Sarrafzadeh
A Unified Theory of Timing Budget Management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 25 (11) (2006)
Soheil Ghiasi
An Effective Combinatorial Algorithm for Gate-Level Threshold Voltage Assignment. J. Low Power Electron. 2 (3) (2006)
Roozbeh Jafari, Hyduke Noshadi, Majid Sarrafzadeh, Soheil Ghiasi
Adaptive Medical Feature Extraction for Resource Constrained Distributed Embedded Systems. PerCom Workshops (2006)
Po-Kuan Huang, Soheil Ghiasi
Leakage-aware intraprogram voltage scaling for embedded processors. DAC (2006)
Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh
Routing algorithms: architecture driven rerouting enhancement for FPGAs. ISCAS (2006)
Po-Kuan Huang, Soheil Ghiasi
Power-aware compilation for embedded processors with dynamic voltage scaling and adaptive body biasing capabilities. DATE (2006)
Jia Ming Mar, Alessandro Bissacco, Stefano Soatto, Soheil Ghiasi
High Performance Feature Detection on a Reconfigurable Co-Processor. FCCM (2006)
Soheil Ghiasi, Ani Nahapetian, Hyun J. Moon, Majid Sarrafzadeh
Reconfiguration in network of embedded systems: Challenges and adaptive tracking case study. J. Embed. Comput. 1 (1) (2005)
Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh
Routing algorithms: enhancing routability & enabling ECO (abstract only). FPGA (2005)
Soheil Ghiasi
Efficient Implementation Selection via Time Budgeting Complexity Analysis and Leakage Optimization Case Study. ICCD (2005)
Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh
Optimal integer delay-budget assignment on directed acyclic graphs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23 (8) (2004)
Soheil Ghiasi, Ani Nahapetian, Majid Sarrafzadeh
An optimal algorithm for minimizing run-time reconfiguration delay. ACM Trans. Embed. Comput. Syst. 3 (2) (2004)
Soheil Ghiasi, Hyun J. Moon, Ani Nahapetian, Majid Sarrafzadeh
Collaborative and Reconfigurable Object Tracking. J. Supercomput. 30 (3) (2004)
Soheil Ghiasi, Elaheh Bozorgzadeh, Siddharth Choudhuri, Majid Sarrafzadeh
A unified theory of timing budget management. ICCAD (2004)
Eren Kursun, Soheil Ghiasi, Majid Sarrafzadeh
Transistor Level Budgeting for Power Optimization. ISQED (2004)
Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh
Incremental Timing Budget Management in Programmable Systems. ERSA (2004)
Taraneh Taghavi, Soheil Ghiasi, Abhishek Ranjan, Salil Raje, Majid Sarrafzadeh
Innovate or perish: FPGA physical design. ISPD (2004)
Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh
Collaborative and Reconfigurable Object Tracking. Engineering of Reconfigurable Systems and Algorithms (2003)
Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh
Improving Performance and Quality thru Hardware Reconfiguration: Potentials and Adaptive Object Tracking Case Study. ESTIMedia (2003)
Soheil Ghiasi, Karlene Nguyen, Elaheh Bozorgzadeh, Majid Sarrafzadeh
On computation and resource management in an FPGA-based computation environment. FPGA (2003)
Soheil Ghiasi, Majid Sarrafzadeh
Optimal reconfiguration sequence management. ASP-DAC (2003)
Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh
Optimal integer delay budgeting on directed acyclic graphs. DAC (2003)
Xiaojian Yang, Maogang Wang, Ryan Kastner, Soheil Ghiasi, Majid Sarrafzadeh
Congestion reduction during placement with provably good approximation bound. ACM Trans. Design Autom. Electr. Syst. 8 (3) (2003)
Karlene Nguyen, Gavin Yeung, Soheil Ghiasi, Majid Sarrafzadeh
A general framework for tracking objects in a multi-camera environment. DCV (2002)