Soheil Ghiasi

According to our database, Soheil Ghiasi authored at least 90 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Quasi-Periodic Priors: Signal Separation in Wearable Systems with Limited Data.

Mahya Saffarpour, Kourosh Vali, Weitai Qian, Begum Kasap, Diana L. Farmer, Aijun Wang, Soheil Ghiasi

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Deep Harmonic Finesse: Signal Separation in Wearable Systems with Limited Data.

Mahya Saffarpour, Weitai Qian, Kourosh Vali, Begum Kasap, Herman L. Hedriana, Soheil Ghiasi

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems.

Kourosh Vali, Ata Vafi, Begum Kasap, Soheil Ghiasi

ACM Trans. Embed. Comput. Syst., October, 2023

KUBAI: Sensor Fusion for Non-Invasive Fetal Heart Rate Tracking.

Begum Kasap, Kourosh Vali, Weitai Qian, Mahya Saffarpour, Soheil Ghiasi

IEEE Trans. Biomed. Eng., July, 2023

Physiowise: A Physics-aware Approach to Dicrotic Notch Identification.

Mahya Saffarpour, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi

ACM Trans. Comput. Heal., April, 2023

Towards non-invasive bladder volume sensing via bio-impedance spectroscopy: feasibility demonstration in ex-vivo bladder models.

Ata Vafi, Kourosh Vali, Begum Kasap, Jonathan C. Hu, Eric Kurzrock, Soheil Ghiasi

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Robust Fetal Heart Rate Tracking through Fetal Electrocardiography (ECG) and Photoplethysmography (PPG) Fusion.

Begum Kasap, Kourosh Vali, Weitai Qian, Mahya Saffarpour, Randall Fowler, Soheil Ghiasi

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Scalable CNN Synthesis for Resource-Constrained Embedded Platforms.

Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi

IEEE Internet Things J., 2022

2021

Design and In Vivo Evaluation of a Non-Invasive Transabdominal Fetal Pulse Oximeter.

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

IEEE Trans. Biomed. Eng., 2021

E2BNet: MAC-free yet accurate 2-level binarized neural network accelerator for embedded systems.

Seyed Ahmad Mirsalari, Najmeh Nazari, Seyed Ali Ansarmohammadi, Mostafa E. Salehi, Soheil Ghiasi

J. Real Time Image Process., 2021

Estimation of Fetal Blood Oxygen Saturation from Transabdominally Acquired Photoplethysmogram Waveforms^*.

Kourosh Vali, Begum Kasap, Weitai Qian, Ata Vafi, Mahya Saffarpour, Soheil Ghiasi

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Dicrotic Notch Identification: a Generalizable Hybrid Approach under Arterial Blood Pressure (ABP) Curve Deformations.

Mahya Saffarpour, Debraj Basu, Fatemeh Radaei, Kourosh Vali, Jason Y. Adams, Chen-Nee Chuah, Soheil Ghiasi

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Multi-Detector Heart Rate Extraction Method for Transabdominal Fetal Pulse Oximetry^*.

Begum Kasap, Kourosh Vali, Weitai Qian, Wai Ho Chak, Ata Vafi, Naoki Saito, Soheil Ghiasi

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Towards Noninvasive Accurate Detection of Intrapartum Fetal Hypoxic Distress.

Begum Kasap, Kourosh Vali, Weitai Qian, Herman L. Hedriana, Aijun Wang, Diana L. Farmer, Soheil Ghiasi

Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

2020

DSP-Efficient Hardware Acceleration of Convolutional Neural Network Inference on FPGAs.

Dong Wang, Ke Xu, Jingning Guo, Soheil Ghiasi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Octopus: Context-Aware CNN Inference for IoT Applications.

Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi

IEEE Embed. Syst. Lett., 2020

Contextually-aware Fetal Sensing in Transabdominal Fetal Pulse Oximetry.

Daniel D. Fong, Kourosh Vali, Soheil Ghiasi

Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020

2019

Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms.

Mohammad Motamedi, Felix Portillo, Daniel D. Fong, Soheil Ghiasi

ACM Trans. Embed. Comput. Syst., 2019

Optode Design Space Exploration for Clinically-robust Non-invasive Fetal Oximetry.

Daniel D. Fong, Vivek J. Srinivasan, Kourosh Vali, Soheil Ghiasi

ACM Trans. Embed. Comput. Syst., 2019

Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips.

Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi

IEEE Embed. Syst. Lett., 2019

Resource-Scalable CNN Synthesis for IoT Applications.

Mohammad Motamedi, Felix Portillo, Mahya Saffarpour, Daniel D. Fong, Soheil Ghiasi

CoRR, 2019

ABM-SpConv: A Novel Approach to FPGA-Based Acceleration of Convolutional Neural Network Inference.

Dong Wang, Ke Xu, Qun Jia, Soheil Ghiasi

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Ristretto: A Framework for Empirical Study of Resource-Efficient Inference in Convolutional Neural Networks.

Philipp Gysel, Jon J. Pimentel, Mohammad Motamedi, Soheil Ghiasi

IEEE Trans. Neural Networks Learn. Syst., 2018

Non-invasive bladder volume sensing for neurogenic bladder dysfunction management.

Daniel D. Fong, Alejandro Velazquez Alcantar, Prashant Gupta, Eric Kurzrock, Soheil Ghiasi

Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018

2017

PLACID: A Platform for FPGA-Based Accelerator Creation for DCNNs.

Mohammad Motamedi, Philipp Gysel, Soheil Ghiasi

ACM Trans. Multim. Comput. Commun. Appl., 2017

Machine Intelligence on Resource-Constrained IoT Devices: The Case of Thread Granularity Optimization for CNN Inference.

Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi

ACM Trans. Embed. Comput. Syst., 2017

Cappuccino: Efficient Inference Software Synthesis for Mobile System-on-Chips.

Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi

CoRR, 2017

Transabdominal fetal pulse oximetry: The case of fetal signal optimization.

Daniel D. Fong, André Knoesen, Soheil Ghiasi

Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

A data-driven approach to pre-operative evaluation of lung cancer patients.

Oleksiy Budilovsky, Golnaz Alipour, André Knoesen, Lisa Brown, Soheil Ghiasi

Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

2016

Fast and Energy-Efficient CNN Inference on IoT Devices.

Mohammad Motamedi, Daniel D. Fong, Soheil Ghiasi

CoRR, 2016

Hardware-oriented Approximation of Convolutional Neural Networks.

Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi

CoRR, 2016

Towards data-driven pre-operative evaluation of lung cancer patients: the case of smart mask.

Brianna Myers, Jaskaran Atwal Nahal, Chai Yang, Lisa Brown, Soheil Ghiasi, André Knoesen

Proceedings of the 2016 IEEE Wireless Health, 2016

CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android.

Seyyed Salar Latifi Oskouei, Hossein Golestani, Matin Hashemi, Soheil Ghiasi

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Wearable Sensor Selection, Motion Representation and their Effect on Exercise Classification.

Nicholas Hosein, Soheil Ghiasi

Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

Design space exploration of FPGA-based Deep Convolutional Neural Networks.

Mohammad Motamedi, Philipp Gysel, Venkatesh Akella, Soheil Ghiasi

Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015

GPU-based Acceleration of Deep Convolutional Neural Networks on Mobile Platforms.

Seyyed Salar Latifi Oskouei, Hossein Golestani, Mohamad Kachuee, Matin Hashemi, Hoda Mohammadzade, Soheil Ghiasi

CoRR, 2015

Optimizing power of many-core systems by exploiting dynamic voltage, frequency and core scaling.

Bin Liu, Mohammad H. Foroozannejad, Soheil Ghiasi, Bevan M. Baas

Proceedings of the IEEE 58th International Midwest Symposium on Circuits and Systems, 2015

Implementation-Aware Model Analysis: The Case of Buffer-Throughput Tradeoff in Streaming Applications.

Kamyar Mirzazad Barijough, Matin Hashemi, Volodymyr Khibin, Soheil Ghiasi

Proceedings of the 16th ACM SIGPLAN/SIGBED Conference on Languages, 2015

2014

Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis.

Faisal Khan, Nicholas Hosein, Soheil Ghiasi, Chen-Nee Chuah, Puneet Sharma

IEEE/ACM Trans. Netw., 2014

Time-Scalable Mapping for Circuit-Switched GALS Chip Multiprocessor Platforms.

Mohammad H. Foroozannejad, Matin Hashemi, Alireza Mahini, Bevan M. Baas, Soheil Ghiasi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

A Dynamically Reconfigurable System for Closed-Loop Measurements of Network Traffic.

Faisal Khan, Soheil Ghiasi, Chen-Nee Chuah

IEEE Trans. Computers, 2014

2013

Throughput-memory footprint trade-off in synthesis of streaming software on embedded multiprocessors.

Matin Hashemi, Mohammad H. Foroozannejad, Soheil Ghiasi

ACM Trans. Embed. Comput. Syst., 2013

BAMSE: A balanced mapping space exploration algorithm for GALS-based manycore platforms.

Mohammad H. Foroozannejad, Brent Bohnenstiehl, Soheil Ghiasi

Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013

2012

Postscheduling buffer management trade-offs in streaming software synthesis.

Mohammad H. Foroozannejad, Trevor L. Hodges, Matin Hashemi, Soheil Ghiasi

ACM Trans. Design Autom. Electr. Syst., 2012

FORMLESS: scalable utilization of embedded manycores in streaming applications.

Matin Hashemi, Mohammad H. Foroozannejad, Soheil Ghiasi, Christoph Etzel

Proceedings of the SIGPLAN/SIGBED Conference on Languages, 2012

2011

Puzzle solver accelerators make excellent capstone design projects.

Soheil Ghiasi, Matin Hashemi, Volodymyr Khibin, Faisal Khan

Proceedings of the 2011 IEEE International Conference on Microelectronic Systems Education, 2011

Towards scalable utilization of embedded manycores in throughput-sensitive applications.

Matin Hashemi, Soheil Ghiasi

Proceedings of the 2011 IEEE International High Level Design Validation and Test Workshop, 2011

Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis.

Faisal Khan, Nicholas Hosein, Chen-Nee Chuah, Soheil Ghiasi

Proceedings of the 2011 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS), 2011

2010

On Incremental Component Implementation Selection in System Synthesis.

Soheil Ghiasi

IEEE Trans. Very Large Scale Integr. Syst., 2010

Versatile Task Assignment for Heterogeneous Soft Dual-Processor Platforms.

Matin Hashemi, Soheil Ghiasi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010

Look into details: the benefits of fine-grain streaming buffer analysis.

Mohammad H. Foroozannejad, Matin Hashemi, Trevor L. Hodges, Soheil Ghiasi

Proceedings of the ACM SIGPLAN/SIGBED 2010 conference on Languages, 2010

BURAQ: A Dynamically Reconfigurable System for Stateful Measurement of Network Traffic.

Faisal Khan, Nicholas Hosein, Scott Vernon, Soheil Ghiasi

Proceedings of the 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2010

2009

An approximation algorithm for scheduling on heterogeneous reconfigurable resources.

Ani Nahapetian, Philip Brisk, Soheil Ghiasi, Majid Sarrafzadeh

ACM Trans. Embed. Comput. Syst., 2009

Throughput-driven synthesis of embedded software for pipelined execution on multicore architectures.

Matin Hashemi, Soheil Ghiasi

ACM Trans. Embed. Comput. Syst., 2009

Energy-Aware Compilation for Embedded Processors with Technology Scaling Considerations.

Po-Kuan Huang, Soheil Ghiasi

J. Low Power Electron., 2009

2008

System-Level Performance Estimation for Application-Specific MPSoC Interconnect Synthesis.

Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi

Proceedings of the IEEE Symposium on Application Specific Processors, 2008

Exact and Approximate Task Assignment Algorithms for Pipelined Software Synthesis.

Matin Hashemi, Soheil Ghiasi

Proceedings of the Design, Automation and Test in Europe, 2008

A programmable architecture for scalable and real-time network traffic measurements.

Faisal Khan, Lihua Yuan, Chen-Nee Chuah, Soheil Ghiasi

Proceedings of the 2008 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2008

2007

Efficient and scalable compiler-directed energy optimization for realtime applications.

Po-Kuan Huang, Soheil Ghiasi

ACM Trans. Design Autom. Electr. Syst., 2007

Joint throughput and energy optimization for pipelined execution of embedded streaming applications.

Po-Kuan Huang, Matin Hashemi, Soheil Ghiasi

Proceedings of the 2007 ACM SIGPLAN/SIGBED Conference on Languages, 2007

Medical Embedded Systems.

Roozbeh Jafari, Soheil Ghiasi, Majid Sarrafzadeh

Proceedings of the Embedded System Design: Topics, Techniques and Trends, IFIP TC10 Working Conference: International Embedded Systems Symposium (IESS), May 30, 2007

Incremental component implementation selection: enabling ECO in compositional system synthesis.

Soheil Ghiasi

Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

2006

Efficient Timing Budget Management for Accuracy Improvement in a Collaborative Object Tracking System.

Soheil Ghiasi, Elaheh Bozorgzadeh, Karlene Nguyen, Majid Sarrafzadeh

J. VLSI Signal Process., 2006

Probabilistic delay budget assignment for synthesis of soft real-time applications.

Soheil Ghiasi, Po-Kuan Huang, Roozbeh Jafari

IEEE Trans. Very Large Scale Integr. Syst., 2006

Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems.

Roozbeh Jafari, Hyduke Noshadi, Soheil Ghiasi, Majid Sarrafzadeh

IEEE Trans. Parallel Distributed Syst., 2006

A Unified Theory of Timing Budget Management.

Soheil Ghiasi, Elaheh Bozorgzadeh, Po-Kuan Huang, Roozbeh Jafari, Majid Sarrafzadeh

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006

An Effective Combinatorial Algorithm for Gate-Level Threshold Voltage Assignment.

Soheil Ghiasi

J. Low Power Electron., 2006

Adaptive Medical Feature Extraction for Resource Constrained Distributed Embedded Systems.

Roozbeh Jafari, Hyduke Noshadi, Majid Sarrafzadeh, Soheil Ghiasi

Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006

Probabilistic Delay Budgeting for Soft Realtime Applications.

Soheil Ghiasi, Po-Kuan Huang

Proceedings of the 7th International Symposium on Quality of Electronic Design (ISQED 2006), 2006

Routing algorithms: architecture driven rerouting enhancement for FPGAs.

Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

High Performance Feature Detection on a Reconfigurable Co-Processor.

Jia Ming Mar, Alessandro Bissacco, Stefano Soatto, Soheil Ghiasi

Proceedings of the 14th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2006), 2006

Power-aware compilation for embedded processors with dynamic voltage scaling and adaptive body biasing capabilities.

Po-Kuan Huang, Soheil Ghiasi

Proceedings of the Conference on Design, Automation and Test in Europe, 2006

Leakage-aware intraprogram voltage scaling for embedded processors.

Po-Kuan Huang, Soheil Ghiasi

Proceedings of the 43rd Design Automation Conference, 2006

2005

Reconfiguration in network of embedded systems: Challenges and adaptive tracking case study.

Soheil Ghiasi, Ani Nahapetian, Hyun J. Moon, Majid Sarrafzadeh

J. Embed. Comput., 2005

Efficient Implementation Selection via Time Budgeting Complexity Analysis and Leakage Optimization Case Study.

Soheil Ghiasi

Proceedings of the 23rd International Conference on Computer Design (ICCD 2005), 2005

Routing algorithms: enhancing routability & enabling ECO (abstract only).

Taraneh Taghavi, Soheil Ghiasi, Majid Sarrafzadeh

Proceedings of the ACM/SIGDA 13th International Symposium on Field Programmable Gate Arrays, 2005

2004

Collaborative and Reconfigurable Object Tracking.

Soheil Ghiasi, Hyun J. Moon, Ani Nahapetian, Majid Sarrafzadeh

J. Supercomput., 2004

An optimal algorithm for minimizing run-time reconfiguration delay.

Soheil Ghiasi, Ani Nahapetian, Majid Sarrafzadeh

ACM Trans. Embed. Comput. Syst., 2004

Optimal integer delay-budget assignment on directed acyclic graphs.

Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004

Transistor Level Budgeting for Power Optimization.

Eren Kursun, Soheil Ghiasi, Majid Sarrafzadeh

Proceedings of the 5th International Symposium on Quality of Electronic Design (ISQED 2004), 2004

Innovate or perish: FPGA physical design.

Taraneh Taghavi, Soheil Ghiasi, Abhishek Ranjan, Salil Raje, Majid Sarrafzadeh

Proceedings of the 2004 International Symposium on Physical Design, 2004

A unified theory of timing budget management.

Soheil Ghiasi, Elaheh Bozorgzadeh, Siddharth Choudhuri, Majid Sarrafzadeh

Proceedings of the 2004 International Conference on Computer-Aided Design, 2004

Incremental Timing Budget Management in Programmable Systems.

Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh

Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, 2004

2003

Congestion reduction during placement with provably good approximation bound.

Xiaojian Yang, Maogang Wang, Ryan Kastner, Soheil Ghiasi, Majid Sarrafzadeh

ACM Trans. Design Autom. Electr. Syst., 2003

On computation and resource management in an FPGA-based computation environment.

Soheil Ghiasi, Karlene Nguyen, Elaheh Bozorgzadeh, Majid Sarrafzadeh

Proceedings of the ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2003

Improving Performance and Quality thru Hardware Reconfiguration: Potentials and Adaptive Object Tracking Case Study.

Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh

Proceedings of the First Workshop on Embedded Systems for Real-Time Multimedia, 2003

Collaborative and Reconfigurable Object Tracking.

Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh

Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, June 23, 2003

Optimal integer delay budgeting on directed acyclic graphs.

Elaheh Bozorgzadeh, Soheil Ghiasi, Atsushi Takahashi, Majid Sarrafzadeh

Proceedings of the 40th Design Automation Conference, 2003

Optimal reconfiguration sequence management.

Soheil Ghiasi, Majid Sarrafzadeh

Proceedings of the 2003 Asia and South Pacific Design Automation Conference, 2003

2002

A general framework for tracking objects in a multi-camera environment.

Karlene Nguyen, Gavin Yeung, Soheil Ghiasi, Majid Sarrafzadeh

Proceedings of the Third International Workshop on Digital and Computational Video, 2002