Mingjie Lin

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

FPGA-QHAR: Throughput-Optimized for Quantized Human Action Recognition on The Edge.

[BibT_eX]

[DOI]

Azzam Alhussain

CoRR, 2023

RETRO: Reactive Trajectory Optimization for Real-Time Robot Motion Planning in Dynamic Environments.

[BibT_eX]

[DOI]

Hao Fang

CoRR, 2023

DAMON: Dynamic Amorphous Obstacle Navigation using Topological Manifold Learning and Variational Autoencoding.

[BibT_eX]

[DOI]

IROS, 2023

SAGA: Sparsity-Agnostic Graph Convolutional Network Acceleration with Near-Optimal Workload Balance.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

OMT: A Run-time Adaptive Architectural Framework for Bonsai Merkle Tree-Based Secure Authentication with Embedded Heterogeneous Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2023

OMT: A Demand-Adaptive, Hardware-Targeted Bonsai Merkle Tree Framework for Embedded Heterogeneous Memory Platform.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

OCMGen: Extended Design Space Exploration with Efficient FPGA Memory Inference.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

2022

ARES: Persistently Secure Non-Volatile Memory with Processor-transparent and Hardware-friendly Integrity Verification and Metadata Recovery.

[BibT_eX]

[DOI]

Kazi Abu Zubair

Mazen Al-Wadi

Amro Awad

ACM Trans. Embed. Comput. Syst., 2022

DirectNVM: Hardware-accelerated NVMe SSDs for High-performance Embedded Computing.

[BibT_eX]

[DOI]

Amro Awad

ACM Trans. Embed. Comput. Syst., 2022

Intercepting A Flying Target While Avoiding Moving Obstacles: A Unified Control Framework With Deep Manifold Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Reactive Whole-Body Obstacle Avoidance for Collision-Free Human-Robot Interaction with Topological Manifold Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Dynamically Avoiding Amorphous Obstacles with Topological Manifold Learning and Deep Autoencoding.

[BibT_eX]

[DOI]

CoRR, 2022

Learning adaptive control in dynamic environments using reproducing kernel priors with bayesian policy gradients.

[BibT_eX]

[DOI]

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Hardware-Efficient Template-Based Deep CNNs Accelerator Design.

[BibT_eX]

[DOI]

Azzam Alhussain

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

Hardware-Efficient Deconvolution-Based GAN for Edge Computing.

[BibT_eX]

[DOI]

Azzam Alhussain

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

Non-Parametric Stochastic Policy Gradient with Strategic Retreat for Non-Stationary Environment.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021

Safe Locomotion Within Confined Workspace using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Conference on Robotic Computing, 2021

HERMES: Hardware-Efficient Speculative Dataflow Architecture for Bonsai Merkle Tree-Based Memory Authentication.

[BibT_eX]

[DOI]

Amro Awad

Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2021

FERMAT: FPGA-Accelerated Heterogeneous Computing Platform Near NVMe Storage.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

ARC: Reconfigurable Cache Security Assurance with Application-Specific Randomized Mapping in FPGA-Based Heterogeneous Computing.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

Survivable Robotic Control through Guided Bayesian Policy Search with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Design of Scalable Neurotransmitter-mediated Biohybrid Synapse.

[BibT_eX]

[DOI]

Kevin A. White

Brian N. Kim

Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

2020

Massively Simulating Adiabatic Bifurcations with FPGA to Solve Combinatorial Optimization.

[BibT_eX]

[DOI]

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Reactive Signal Obfuscation with Time-Fracturing to Counter Information Leakage in FPGAs.

[BibT_eX]

[DOI]

Stephen M. Williams

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

DOMIS: Dual-Bank Optimal Micro-Architecture for Iterative Stencils.

[BibT_eX]

[DOI]

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Developmentally Synthesizing Earthworm-Like Locomotion Gaits with Bayesian-Augmented Deep Deterministic Policy Gradients (DDPG).

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Survivable Hyper-Redundant Robotic Arm with Bayesian Policy Morphing.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

Survey of Stochastic-Based Computation Paradigms.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2019

Robust and Large-Scale Convolution through Stochastic-Based Processing without Multipliers.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2019

FAST: A Frequency-Aware Skewed Merkle Tree for FPGA-Secured Embedded Systems.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

Intelligent Fan System Based on Big Data and Artificial Intelligence.

[BibT_eX]

[DOI]

Zhihe Yang

Proceedings of the 6th International Conference on Systems and Informatics, 2019

Optimizing Order-Associative Kernel Computation with Joint Memory Banking and Data Reuse.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

Exploiting Irregular Memory Parallelism in Quasi-Stencils through Nonlinear Transformation.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

Graph-Morphing: Exploiting Hidden Parallelism of Non-Stencil Computation in High-Level Synthesis.

[BibT_eX]

[DOI]

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

Constructive Policy: Reinforcement Learning Approach for Connected Multi-Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018

Stochastic-Based Synapse and Soft-Limiting Neuron with Spintronic Devices for Low Power and Robust Artificial Neural Networks.

[BibT_eX]

[DOI]

Deliang Fan

IEEE Trans. Multi Scale Comput. Syst., 2018

Scalable FPGA Accelerator for Deep Convolutional Neural Networks with Stochastic Streaming.

[BibT_eX]

[DOI]

IEEE Trans. Multi Scale Comput. Syst., 2018

Memory-Efficient Probabilistic 2-D Finite Impulse Response (FIR) Filter.

[BibT_eX]

[DOI]

IEEE Trans. Multi Scale Comput. Syst., 2018

Clockless Spintronic Logic: A Robust and Ultra-Low Power Computing Paradigm.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2018

Very Large-Scale and Node-Heavy Graph Analytics with Heterogeneous FPGA+CPU Computing Platform.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Leveraging Spintronic Devices for Efficient Approximate Logic and Stochastic Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

GridGAS: An I/O-Efficient Heterogeneous FPGA+CPU Computing Platform for Very Large-Scale Graph Analytics.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Field-Programmable Technology, 2018

Architecture and Circuit Design of an All-Spintronic FPGA.

[BibT_eX]

[DOI]

Stephen M. Williams

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

Graph-Theoretically Optimal Memory Banking for Stencil-Based Computing Kernels.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

Extracting data parallelism in non-stencil kernel computing by optimally coloring folded memory conflict graph.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Sketching Computation with Stochastic Processing Engines.

[BibT_eX]

[DOI]

ACM J. Emerg. Technol. Comput. Syst., 2017

Stochastic-based multi-stage streaming realization of deep convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

A Spin-Orbit Torque based Cellular Neural Network (CNN) Architecture.

[BibT_eX]

[DOI]

Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

Stochastic-Based Multi-stage Streaming Realization of a Deep Convolutional Neural Network (Abstract Only).

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

Tessellating memory space for parallel access.

[BibT_eX]

[DOI]

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

Stochastic-Based Deep Convolutional Networks with Reconfigurable Logic Fabric.

[BibT_eX]

[DOI]

IEEE Trans. Multi Scale Comput. Syst., 2016

Soft Error Effect Tolerant Temporal Self-Voting Checkers: Energy vs. Resilience Tradeoffs.

[BibT_eX]

[DOI]

Faris S. Alghareb

Ronald F. DeMara

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

Stochastic-Based Convolutional Networks with Reconfigurable Logic Fabric.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

Ultra-Robust Null Convention Logic Circuit with Emerging Domain Wall Devices.

[BibT_eX]

[DOI]

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Tessellation-based multi-block memory mapping scheme for high-level synthesis with FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Field-Programmable Technology, 2016

Stochastic-Based Spin-Programmable Gate Array with Emerging MTJ Device Technology (Abstract Only).

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

Stochastic-Based Convolutional Networks with Reconfigurable Logic Fabric (Abstract Only).

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

2015

ASTRO: Synthesizing application-specific reconfigurable hardware traces to exploit memory-level parallelism.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2015

Gabor filter polynomial approximation based on a novel evolutionary stochastic technique.

[BibT_eX]

[DOI]

Abigail Fuentes-Rivera

Hector M. Lugo-Cordero

Proceedings of the 34th IEEE Military Communications Conference, 2015

Reactive rejuvenation of CMOS logic paths using self-activating voltage domains.

[BibT_eX]

[DOI]

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

Neural network-based fuzzy control surface implementation.

[BibT_eX]

[DOI]

Sinan Ismail

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Energy-Efficient Discrete Signal Processing with Field Programmable Analog Arrays (FPAAs).

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

Energy-Efficient High-Order FIR Filtering through Reconfigurable Stochastic Processing (Abstract Only).

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

FIR Filter Based on Stochastic Computing with Reconfigurable Digital Fabric.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

Universal Random Number Generation with Field-Programmable Analog Array and Magnetic Tunneling Junction (MTJ) Devices.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014

Stochastically computing discrete Fourier transform with reconfigurable digital fabric.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on ReConFigurable Computing and FPGAs, 2014

Optimally mitigating BTI-induced FPGA device aging with discriminative voltage scaling (abstract only).

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2014

Energy-efficient multiplier-less discrete convolver through probabilistic domain transformation.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2014

2013

Inferring High Quality Co-Travel Networks

[BibT_eX]

[DOI]

CoRR, 2013

Improving memory performance in reconfigurable computing architecture through hardware-assisted dynamic graph.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2013

Extracting memory-level parallelism through reconfigurable hardware traces.

[BibT_eX]

[DOI]

Shaoyi Cheng

Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2013

Exploiting algorithmic-level memory parallelism in distributed logic-memory architecture through hardware-assisted dynamic graph (abstract only).

[BibT_eX]

[DOI]

Abigail Fuentes-Rivera

Mike Riera

Proceedings of the 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2013

Boosting Memory Performance of Many-Core FPGA Device through Dynamic Precedence Graph.

[BibT_eX]

[DOI]

Abigail Fuentes-Rivera

Michael Riera

Proceedings of the 21st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2013

2012

Selectively Fortifying Reconfigurable Computing Device to Achieve Higher Error Resilience.

[BibT_eX]

[DOI]

J. Electr. Comput. Eng., 2012

Exploring Many-Core Design Templates for FPGAs and ASICs.

[BibT_eX]

[DOI]

Ilia A. Lebedev

Christopher W. Fletcher

Int. J. Reconfigurable Comput., 2012

Exploiting Memory-Level Parallelism in Reconfigurable Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE 20th Annual International Symposium on Field-Programmable Custom Computing Machines, 2012

2011

Discriminatively Fortified Computing with Reconfigurable Digital Fabric.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011

Using many-core architectural templates for FPGA-based computing (abstract only).

[BibT_eX]

[DOI]

Shaoyi Cheng

Proceedings of the ACM/SIGDA 19th International Symposium on Field Programmable Gate Arrays, 2011

2010

Exploring FPGA Routing Architecture Stochastically.

[BibT_eX]

[DOI]

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

Improving FPGA Placement With Dynamically Adaptive Stochastic Tunneling.

[BibT_eX]

[DOI]

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

Cascading Deep Pipelines to Achieve High Throughput in Numerical Reduction Operations.

[BibT_eX]

[DOI]

Shaoyi Cheng

Proceedings of the ReConFig'10: 2010 International Conference on Reconfigurable Computing and FPGAs, 2010

MARC: A Many-Core Approach to Reconfigurable Computing.

[BibT_eX]

[DOI]

Christopher W. Fletcher

Daniel Burke

Proceedings of the ReConFig'10: 2010 International Conference on Reconfigurable Computing and FPGAs, 2010

OpenRCL: Low-Power High-Performance Computing with Reconfigurable Devices.

[BibT_eX]

[DOI]

Ilia A. Lebedev

Proceedings of the International Conference on Field Programmable Logic and Applications, 2010

Scalable architecture for programmable quantum gate array (abstract only).

[BibT_eX]

[DOI]

Proceedings of the ACM/SIGDA 18th International Symposium on Field Programmable Gate Arrays, 2010

High-throughput bayesian computing machine with reconfigurable hardware.

[BibT_eX]

[DOI]

Ilia A. Lebedev

Proceedings of the ACM/SIGDA 18th International Symposium on Field Programmable Gate Arrays, 2010

2009

A Low-Power Field-Programmable Gate Array Routing Fabric.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2009

Base-Calling in DNA Pyrosequencing with Reconfigurable Bayesian Network.

[BibT_eX]

[DOI]

Proceedings of the ReConFig'09: 2009 International Conference on Reconfigurable Computing and FPGAs, 2009

2008

A low-power monolithically stacked 3D-TCAM.

[BibT_eX]

[DOI]

Jianying Luo

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

HAFT: A hybrid FPGA with amorphous and fault-tolerant architecture.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

TORCH: a design tool for routing channel segmentation in FPGAs.

[BibT_eX]

[DOI]

Proceedings of the ACM/SIGDA 16th International Symposium on Field Programmable Gate Arrays, 2008

The amorphous FPGA architecture.

[BibT_eX]

[DOI]

Proceedings of the ACM/SIGDA 16th International Symposium on Field Programmable Gate Arrays, 2008

2007

Performance Benefits of Monolithically Stacked 3-D FPGA.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007

Collaborative Routing Architecture for FPGA.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

A routing fabric for monolithically stacked 3D-FPGA.

[BibT_eX]

[DOI]

Proceedings of the ACM/SIGDA 15th International Symposium on Field Programmable Gate Arrays, 2007

2006

Power-efficient rate scheduling in wireless links using computational geometric algorithms.

[BibT_eX]

[DOI]

Yashar Ganjali

Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2006

Performance benefits of monolithically stacked 3D-FPGA.

[BibT_eX]

[DOI]

Proceedings of the ACM/SIGDA 14th International Symposium on Field Programmable Gate Arrays, 2006

2005

The throughput of a buffered crossbar switch.

[BibT_eX]

[DOI]

Nick McKeown

IEEE Commun. Lett., 2005

k-Server Optimal Task Scheduling Problem with Convex Cost Function.

[BibT_eX]

[DOI]