Soheil Ghiasi

According to our database1, Soheil Ghiasi authored at least 72 papers between 2002 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Distill-Net: Application-Specific Distillation of Deep Convolutional Neural Networks for Resource-Constrained IoT Platforms.
ACM Trans. Embedded Comput. Syst., 2019

Optode Design Space Exploration for Clinically-robust Non-invasive Fetal Oximetry.
ACM Trans. Embedded Comput. Syst., 2019

Cappuccino: Efficient CNN Inference Software Synthesis for Mobile System-on-Chips.
Embedded Systems Letters, 2019

Resource-Scalable CNN Synthesis for IoT Applications.
CoRR, 2019

ABM-SpConv: A Novel Approach to FPGA-Based Acceleration of Convolutional Neural Network Inference.
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.
IEEE Trans. Neural Netw. Learning Syst., 2018

Non-invasive bladder volume sensing for neurogenic bladder dysfunction management.
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.
TOMM, 2017

Machine Intelligence on Resource-Constrained IoT Devices: The Case of Thread Granularity Optimization for CNN Inference.
ACM Trans. Embedded Comput. Syst., 2017

Cappuccino: Efficient Inference Software Synthesis for Mobile System-on-Chips.
CoRR, 2017

Transabdominal fetal pulse oximetry: The case of fetal signal optimization.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

A data-driven approach to pre-operative evaluation of lung cancer patients.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

2016
Fast and Energy-Efficient CNN Inference on IoT Devices.
CoRR, 2016

Hardware-oriented Approximation of Convolutional Neural Networks.
CoRR, 2016

Towards data-driven pre-operative evaluation of lung cancer patients: the case of smart mask.
Proceedings of the 2016 IEEE Wireless Health, 2016

CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Wearable Sensor Selection, Motion Representation and their Effect on Exercise Classification.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

Design space exploration of FPGA-based Deep Convolutional Neural Networks.
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015
GPU-based Acceleration of Deep Convolutional Neural Networks on Mobile Platforms.
CoRR, 2015

Implementation-Aware Model Analysis: The Case of Buffer-Throughput Tradeoff in Streaming Applications.
Proceedings of the 16th ACM SIGPLAN/SIGBED Conference on Languages, 2015

2014
Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis.
IEEE/ACM Trans. Netw., 2014

Time-Scalable Mapping for Circuit-Switched GALS Chip Multiprocessor Platforms.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2014

A Dynamically Reconfigurable System for Closed-Loop Measurements of Network Traffic.
IEEE Trans. Computers, 2014

2013
Throughput-memory footprint trade-off in synthesis of streaming software on embedded multiprocessors.
ACM Trans. Embedded Comput. Syst., 2013

BAMSE: A balanced mapping space exploration algorithm for GALS-based manycore platforms.
Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013

2012
Postscheduling buffer management trade-offs in streaming software synthesis.
ACM Trans. Design Autom. Electr. Syst., 2012

FORMLESS: scalable utilization of embedded manycores in streaming applications.
Proceedings of the SIGPLAN/SIGBED Conference on Languages, 2012

2011
Puzzle solver accelerators make excellent capstone design projects.
Proceedings of the 2011 IEEE International Conference on Microelectronic Systems Education, 2011

Towards scalable utilization of embedded manycores in throughput-sensitive applications.
Proceedings of the 2011 IEEE International High Level Design Validation and Test Workshop, 2011

Streaming Solutions for Fine-Grained Network Traffic Measurements and Analysis.
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.
IEEE Trans. VLSI Syst., 2010

Versatile Task Assignment for Heterogeneous Soft Dual-Processor Platforms.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2010

Look into details: the benefits of fine-grain streaming buffer analysis.
Proceedings of the ACM SIGPLAN/SIGBED 2010 conference on Languages, 2010

BURAQ: A Dynamically Reconfigurable System for Stateful Measurement of Network Traffic.
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.
ACM Trans. Embedded Comput. Syst., 2009

Throughput-driven synthesis of embedded software for pipelined execution on multicore architectures.
ACM Trans. Embedded Comput. Syst., 2009

Energy-Aware Compilation for Embedded Processors with Technology Scaling Considerations.
J. Low Power Electronics, 2009

2008
System-Level Performance Estimation for Application-Specific MPSoC Interconnect Synthesis.
Proceedings of the IEEE Symposium on Application Specific Processors, 2008

Exact and Approximate Task Assignment Algorithms for Pipelined Software Synthesis.
Proceedings of the Design, Automation and Test in Europe, 2008

A programmable architecture for scalable and real-time network traffic measurements.
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.
ACM Trans. Design Autom. Electr. Syst., 2007

Joint throughput and energy optimization for pipelined execution of embedded streaming applications.
Proceedings of the 2007 ACM SIGPLAN/SIGBED Conference on Languages, 2007

Medical Embedded Systems.
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.
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.
VLSI Signal Processing, 2006

Probabilistic delay budget assignment for synthesis of soft real-time applications.
IEEE Trans. VLSI Syst., 2006

Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems.
IEEE Trans. Parallel Distrib. Syst., 2006

A Unified Theory of Timing Budget Management.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2006

An Effective Combinatorial Algorithm for Gate-Level Threshold Voltage Assignment.
J. Low Power Electronics, 2006

Adaptive Medical Feature Extraction for Resource Constrained Distributed Embedded Systems.
Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006

Probabilistic Delay Budgeting for Soft Realtime Applications.
Proceedings of the 7th International Symposium on Quality of Electronic Design (ISQED 2006), 2006

Routing algorithms: architecture driven rerouting enhancement for FPGAs.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

High Performance Feature Detection on a Reconfigurable Co-Processor.
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.
Proceedings of the Conference on Design, Automation and Test in Europe, 2006

Leakage-aware intraprogram voltage scaling for embedded processors.
Proceedings of the 43rd Design Automation Conference, 2006

2005
Reconfiguration in network of embedded systems: Challenges and adaptive tracking case study.
J. Embedded Computing, 2005

Efficient Implementation Selection via Time Budgeting Complexity Analysis and Leakage Optimization Case Study.
Proceedings of the 23rd International Conference on Computer Design (ICCD 2005), 2005

Routing algorithms: enhancing routability & enabling ECO (abstract only).
Proceedings of the ACM/SIGDA 13th International Symposium on Field Programmable Gate Arrays, 2005

2004
Collaborative and Reconfigurable Object Tracking.
The Journal of Supercomputing, 2004

An optimal algorithm for minimizing run-time reconfiguration delay.
ACM Trans. Embedded Comput. Syst., 2004

Optimal integer delay-budget assignment on directed acyclic graphs.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2004

Transistor Level Budgeting for Power Optimization.
Proceedings of the 5th International Symposium on Quality of Electronic Design (ISQED 2004), 2004

Innovate or perish: FPGA physical design.
Proceedings of the 2004 International Symposium on Physical Design, 2004

A unified theory of timing budget management.
Proceedings of the 2004 International Conference on Computer-Aided Design, 2004

Incremental Timing Budget Management in Programmable Systems.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, 2004

2003
Congestion reduction during placement with provably good approximation bound.
ACM Trans. Design Autom. Electr. Syst., 2003

On computation and resource management in an FPGA-based computation environment.
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.
Proceedings of the First Workshop on Embedded Systems for Real-Time Multimedia, 2003

Collaborative and Reconfigurable Object Tracking.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, June 23, 2003

Optimal integer delay budgeting on directed acyclic graphs.
Proceedings of the 40th Design Automation Conference, 2003

Optimal reconfiguration sequence management.
Proceedings of the 2003 Asia and South Pacific Design Automation Conference, 2003

2002
A general framework for tracking objects in a multi-camera environment.
Proceedings of the Third International Workshop on Digital and Computational Video, 2002


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