A general framework for tracking objects in a multi-camera environment. - Karlene Nguyen; Gavin Yeung; Soheil Ghiasi; Majid Sarrafzadeh (DCV, 2002)

Optimal reconfiguration sequence management. - Soheil Ghiasi; Majid Sarrafzadeh (ASP-DAC, 2003)

Optimal integer delay budgeting on directed acyclic graphs. - Elaheh Bozorgzadeh; Soheil Ghiasi; Atsushi Takahashi 001; Majid Sarrafzadeh (DAC, 2003)

Collaborative and Reconfigurable Object Tracking. - Soheil Ghiasi; Hyun J. Moon; Majid Sarrafzadeh (Engineering of Reconfigurable Systems and Algorithms, 2003)

Improving Performance and Quality thru Hardware Reconfiguration: Potentials and Adaptive Object Tracking Case Study. - Soheil Ghiasi; Hyun J. Moon; Majid Sarrafzadeh (ESTIMedia, 2003)

On computation and resource management in an FPGA-based computation environment. - Soheil Ghiasi; Karlene Nguyen; Elaheh Bozorgzadeh; Majid Sarrafzadeh (FPGA, 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)

Incremental Timing Budget Management in Programmable Systems. - Elaheh Bozorgzadeh; Soheil Ghiasi; Atsushi Takahashi 001; Majid Sarrafzadeh (ERSA, 2004)

A unified theory of timing budget management. - Soheil Ghiasi; Elaheh Bozorgzadeh; Siddharth Choudhuri; Majid Sarrafzadeh (ICCAD, 2004)

Innovate or perish: FPGA physical design. - Taraneh Taghavi; Soheil Ghiasi; Abhishek Ranjan; Salil Raje; Majid Sarrafzadeh (ISPD, 2004)

Transistor Level Budgeting for Power Optimization. - Eren Kursun; Soheil Ghiasi; Majid Sarrafzadeh (ISQED, 2004)

Optimal integer delay-budget assignment on directed acyclic graphs. - Elaheh Bozorgzadeh; Soheil Ghiasi; Atsushi Takahashi 001; Majid Sarrafzadeh (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004)

An optimal algorithm for minimizing run-time reconfiguration delay. - Soheil Ghiasi; Ani Nahapetian; Majid Sarrafzadeh (ACM Trans. Embed. Comput. Syst., 2004)

Collaborative and Reconfigurable Object Tracking. - Soheil Ghiasi; Hyun J. Moon; Ani Nahapetian; Majid Sarrafzadeh (J. Supercomput., 2004)

Routing algorithms: enhancing routability & enabling ECO (abstract only). - Taraneh Taghavi; Soheil Ghiasi; Majid Sarrafzadeh (FPGA, 2005)

Efficient Implementation Selection via Time Budgeting Complexity Analysis and Leakage Optimization Case Study. - Soheil Ghiasi (ICCD, 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)

Leakage-aware intraprogram voltage scaling for embedded processors. - Po-Kuan Huang; Soheil Ghiasi (DAC, 2006)

Power-aware compilation for embedded processors with dynamic voltage scaling and adaptive body biasing capabilities. - Po-Kuan Huang; Soheil Ghiasi (DATE, 2006)

High Performance Feature Detection on a Reconfigurable Co-Processor. - Jia Ming Mar; Alessandro Bissacco; Stefano Soatto; Soheil Ghiasi (FCCM, 2006)

Routing algorithms: architecture driven rerouting enhancement for FPGAs. - Taraneh Taghavi; Soheil Ghiasi; Majid Sarrafzadeh (ISCAS, 2006)

Probabilistic Delay Budgeting for Soft Realtime Applications. - Soheil Ghiasi; Po-Kuan Huang (ISQED, 2006)

Adaptive Medical Feature Extraction for Resource Constrained Distributed Embedded Systems. - Roozbeh Jafari; Hyduke Noshadi; Majid Sarrafzadeh; Soheil Ghiasi (PerCom Workshops, 2006)

An Effective Combinatorial Algorithm for Gate-Level Threshold Voltage Assignment. - Soheil Ghiasi (J. Low Power Electron., 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)

Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems. - Roozbeh Jafari; Hyduke Noshadi; Soheil Ghiasi; Majid Sarrafzadeh (IEEE Trans. Parallel Distributed Syst., 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)

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)

Incremental component implementation selection: enabling ECO in compositional system synthesis. - Soheil Ghiasi (ICCAD, 2007)

Medical Embedded Systems. - Roozbeh Jafari; Soheil Ghiasi; Majid Sarrafzadeh (IESS, 2007)

Joint throughput and energy optimization for pipelined execution of embedded streaming applications. - Po-Kuan Huang; Matin Hashemi; Soheil Ghiasi (LCTES, 2007)

Efficient and scalable compiler-directed energy optimization for realtime applications. - Po-Kuan Huang; Soheil Ghiasi (ACM Trans. Design Autom. Electr. Syst., 2007)

A programmable architecture for scalable and real-time network traffic measurements. - Faisal Khan; Lihua Yuan; Chen-Nee Chuah; Soheil Ghiasi (ANCS, 2008)

Exact and Approximate Task Assignment Algorithms for Pipelined Software Synthesis. - Matin Hashemi; Soheil Ghiasi (DATE, 2008)

System-Level Performance Estimation for Application-Specific MPSoC Interconnect Synthesis. - Po-Kuan Huang; Matin Hashemi; Soheil Ghiasi (SASP, 2008)

Energy-Aware Compilation for Embedded Processors with Technology Scaling Considerations. - Po-Kuan Huang; Soheil Ghiasi (J. Low Power Electron., 2009)

Throughput-driven synthesis of embedded software for pipelined execution on multicore architectures. - Matin Hashemi; Soheil Ghiasi (ACM Trans. Embed. Comput. Syst., 2009)

An approximation algorithm for scheduling on heterogeneous reconfigurable resources. - Ani Nahapetian; Philip Brisk; Soheil Ghiasi; Majid Sarrafzadeh (ACM Trans. Embed. Comput. Syst., 2009)

BURAQ: A Dynamically Reconfigurable System for Stateful Measurement of Network Traffic. - Faisal Khan; Nicholas Hosein; Scott Vernon; Soheil Ghiasi (FCCM, 2010)

Look into details: the benefits of fine-grain streaming buffer analysis. - Mohammad H. Foroozannejad; Matin Hashemi; Trevor L. Hodges; Soheil Ghiasi (LCTES, 2010)

Versatile Task Assignment for Heterogeneous Soft Dual-Processor Platforms. - Matin Hashemi; Soheil Ghiasi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

On Incremental Component Implementation Selection in System Synthesis. - Soheil Ghiasi (IEEE Trans. Very Large Scale Integr. Syst., 2010)

Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis. - Faisal Khan; Nicholas Hosein; Chen-Nee Chuah; Soheil Ghiasi (ANCS, 2011)

Towards scalable utilization of embedded manycores in throughput-sensitive applications. - Matin Hashemi; Soheil Ghiasi (HLDVT, 2011)

Puzzle solver accelerators make excellent capstone design projects. - Soheil Ghiasi; Matin Hashemi; Volodymyr Khibin; Faisal Khan (MSE, 2011)

FORMLESS: scalable utilization of embedded manycores in streaming applications. - Matin Hashemi; Mohammad H. Foroozannejad; Soheil Ghiasi; Christoph Etzel (LCTES, 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)

BAMSE: A balanced mapping space exploration algorithm for GALS-based manycore platforms. - Mohammad H. Foroozannejad; Brent Bohnenstiehl; Soheil Ghiasi (ASP-DAC, 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)

A Dynamically Reconfigurable System for Closed-Loop Measurements of Network Traffic. - Faisal Khan; Soheil Ghiasi; Chen-Nee Chuah (IEEE Trans. Computers, 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)

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)

Implementation-Aware Model Analysis: The Case of Buffer-Throughput Tradeoff in Streaming Applications. - Kamyar Mirzazad Barijough; Matin Hashemi; Volodymyr Khibin; Soheil Ghiasi (LCTES, 2015)

Optimizing power of many-core systems by exploiting dynamic voltage, frequency and core scaling. - Bin Liu 037; Mohammad H. Foroozannejad; Soheil Ghiasi; Bevan M. Baas (MWSCAS, 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)

Design space exploration of FPGA-based Deep Convolutional Neural Networks. - Mohammad Motamedi; Philipp Gysel; Venkatesh Akella; Soheil Ghiasi (ASP-DAC, 2016)

Wearable Sensor Selection, Motion Representation and their Effect on Exercise Classification. - Nicholas Hosein; Soheil Ghiasi (CHASE, 2016)

CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android. - Seyyed Salar Latifi Oskouei; Hossein Golestani; Matin Hashemi; Soheil Ghiasi (ACM Multimedia, 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 (Wireless Health, 2016)

Hardware-oriented Approximation of Convolutional Neural Networks. - Philipp Gysel; Mohammad Motamedi; Soheil Ghiasi (CoRR, 2016)

Fast and Energy-Efficient CNN Inference on IoT Devices. - Mohammad Motamedi; Daniel D. Fong; Soheil Ghiasi (CoRR, 2016)

A data-driven approach to pre-operative evaluation of lung cancer patients. - Oleksiy Budilovsky; Golnaz Alipour; André Knoesen; Lisa Brown; Soheil Ghiasi (Healthcom, 2017)

Transabdominal fetal pulse oximetry: The case of fetal signal optimization. - Daniel D. Fong; André Knoesen; Soheil Ghiasi (Healthcom, 2017)

Cappuccino: Efficient Inference Software Synthesis for Mobile System-on-Chips. - Mohammad Motamedi; Daniel D. Fong; Soheil Ghiasi (CoRR, 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)

PLACID: A Platform for FPGA-Based Accelerator Creation for DCNNs. - Mohammad Motamedi; Philipp Gysel; Soheil Ghiasi (ACM Trans. Multim. Comput. Commun. Appl., 2017)

Non-invasive bladder volume sensing for neurogenic bladder dysfunction management. - Daniel D. Fong; Alejandro Velazquez Alcantar; Prashant Gupta; Eric Kurzrock; Soheil Ghiasi (BSN, 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)

ABM-SpConv: A Novel Approach to FPGA-Based Acceleration of Convolutional Neural Network Inference. - Dong Wang 040; Ke Xu 011; Qun Jia; Soheil Ghiasi (DAC, 2019)

Resource-Scalable CNN Synthesis for IoT Applications. - Mohammad Motamedi; Felix Portillo; Mahya Saffarpour; Daniel D. Fong; Soheil Ghiasi (CoRR, 2019)

Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips. - Mohammad Motamedi; Daniel D. Fong; Soheil Ghiasi (IEEE Embed. Syst. Lett., 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)

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)

Contextually-aware Fetal Sensing in Transabdominal Fetal Pulse Oximetry. - Daniel D. Fong; Kourosh Vali; Soheil Ghiasi (ICCPS, 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)

DSP-Efficient Hardware Acceleration of Convolutional Neural Network Inference on FPGAs. - Dong Wang 040; Ke Xu 011; Jingning Guo; Soheil Ghiasi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

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 (BSN, 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 001; Soheil Ghiasi (EMBC, 2021)

Dicrotic Notch Identification: a Generalizable Hybrid Approach under Arterial Blood Pressure (ABP) Curve Deformations. - Mahya Saffarpour; Debraj Basu 002; Fatemeh Radaei; Kourosh Vali; Jason Y. Adams; Chen-Nee Chuah; Soheil Ghiasi (EMBC, 2021)

Estimation of Fetal Blood Oxygen Saturation from Transabdominally Acquired Photoplethysmogram Waveforms*. - Kourosh Vali; Begum Kasap; Weitai Qian; Ata Vafi; Mahya Saffarpour; Soheil Ghiasi (EMBC, 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)

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; et al. (IEEE Trans. Biomed. Eng., 2021)

Scalable CNN Synthesis for Resource-Constrained Embedded Platforms. - Mohammad Motamedi; Felix Portillo; Mahya Saffarpour; Daniel D. Fong; Soheil Ghiasi (IEEE Internet Things J., 2022)

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 (EMBC, 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 (ICCPS, 2023)

Physiowise: A Physics-aware Approach to Dicrotic Notch Identification. - Mahya Saffarpour; Debraj Basu 002; Fatemeh Radaei; Kourosh Vali; Jason Y. Adams; Chen-Nee Chuah; Soheil Ghiasi (ACM Trans. Comput. Heal., 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., 2023)

BASS: Safe Deep Tissue Optical Sensing for Wearable Embedded Systems. - Kourosh Vali; Ata Vafi; Begum Kasap; Soheil Ghiasi (ACM Trans. Embed. Comput. Syst., 2023)

Deep Harmonic Finesse: Signal Separation in Wearable Systems with Limited Data. - Mahya Saffarpour; Weitai Qian; Kourosh Vali; Begum Kasap; Herman L. Hedriana; Soheil Ghiasi (DAC, 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 (DATE, 2024)

JOIN: Optimized Light Source Activation for Deep Tissue Optical Sensing. - Kourosh Vali; Begum Kasap; Ata Vafi; Soheil Ghiasi (ICCPS, 2025)