Membrane Systems and Distributed Computing. - Gabriel Ciobanu; Rahul Desai; Akash Kumar 001 (WMC-CdeA, 2002)

Efficient techniques for improved QoS performance in WDM optical burst switched networks. - Gurusamy Mohan; Akash Kumar 001; M. Ashish (Comput. Commun., 2005)

Global Analysis of Resource Arbitration for MPSoC. - Akash Kumar 001; Bart Mesman; Henk Corporaal; Jef L. van Meerbergen; Yajun Ha (DSD, 2006)

Resource Manager for Non-preemptive Heterogeneous Multiprocessor System-on-chip. - Akash Kumar 001; Bart Mesman; Bart D. Theelen; Henk Corporaal; Yajun Ha (ESTIMedia, 2006)

A Probabilistic Approach to Model Resource Contention for Performance Estimation of Multi-featured Media Devices. - Akash Kumar 001; Bart Mesman; Henk Corporaal; Bart D. Theelen; Yajun Ha (DAC, 2007)

Interactive presentation: An FPGA design flow for reconfigurable network-based multi-processor systems on chip. - Akash Kumar 001; Andreas Hansson 001; Jos Huisken; Henk Corporaal (DATE, 2007)

Multi-processor System-level Synthesis for Multiple Applications on Platform FPGA. - Akash Kumar 001; Shakith Fernando; Yajun Ha; Bart Mesman; Henk Corporaal (FPL, 2007)

Vectorization of Reed Solomon Decoding and Mapping on the EVP. - Akash Kumar 001; Kees van Berkel 001 (DATE, 2008)

Enabling MPSoC Design Space Exploration on FPGAs. - Ahsan Shabbir; Akash Kumar 001; Bart Mesman; Henk Corporaal (IMTIC, 2008)

Analyzing composability of applications on MPSoC platforms. - Akash Kumar 001; Bart Mesman; Bart D. Theelen; Henk Corporaal; Yajun Ha (J. Syst. Archit., 2008)

Multiprocessor systems synthesis for multiple use-cases of multiple applications on FPGA. - Akash Kumar 001; Shakith Fernando; Yajun Ha; Bart Mesman; Henk Corporaal (ACM Trans. Design Autom. Electr. Syst., 2008)

Performance evaluation of concurrently executing parallel applications on multi-processor systems. - Ahsan Shabbir; Akash Kumar 001; Bart Mesman; Henk Corporaal (ICSAMOS, 2009)

A predictable communication assist. - Ahsan Shabbir; Sander Stuijk; Akash Kumar 001; Bart D. Theelen; Bart Mesman; Henk Corporaal (Conf. Computing Frontiers, 2010)

Mapping real-life applications on run-time reconfigurable NoC-based MPSoC on FPGA. - Amit Kumar Singh 002; Akash Kumar 001; Thambipillai Srikanthan; Yajun Ha (FPT, 2010)

An area-efficient dynamically reconfigurable Spatial Division Multiplexing network-on-chip with static throughput guarantee. - Zhiyao Joseph Yang; Akash Kumar 001; Yajun Ha (FPT, 2010)

CA-MPSoC: An automated design flow for predictable multi-processor architectures for multiple applications. - Ahsan Shabbir; Akash Kumar 001; Sander Stuijk; Bart Mesman; Henk Corporaal (J. Syst. Archit., 2010)

Communication-aware heuristics for run-time task mapping on NoC-based MPSoC platforms. - Amit Kumar Singh 002; Thambipillai Srikanthan; Akash Kumar 001; Wu Jigang (J. Syst. Archit., 2010)

Run-time mapping of multiple communicating tasks on MPSoC platforms. - Amit Kumar Singh 002; Wu Jigang; Akash Kumar 001; Thambipillai Srikanthan (ICCS, 2010)

Iterative Probabilistic Performance Prediction for Multi-Application Multiprocessor Systems. - Akash Kumar 001; Bart Mesman; Henk Corporaal; Yajun Ha (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

A hybrid strategy for mapping multiple throughput-constrained applications on MPSoCs. - Amit Kumar Singh 002; Akash Kumar 001; Thambipillai Srikanthan (CASES, 2011)

An MPSoC design approach for multiple use-cases of throughput constrainted applications. - Ahsan Shabbir; Sander Stuijk; Akash Kumar 001; Henk Corporaal; Bart Mesman (Conf. Computing Frontiers, 2011)

An Automated Flow to Map Throughput Constrained Applications to a MPSoC. - Roel Jordans; Firew Siyoum; Sander Stuijk; Akash Kumar 001; Henk Corporaal (PPES, 2011)

Bringing soccer to the field of real-time embedded systems education. - Akash Kumar 001; Shakith Fernando; Manmohan Manoharan (WESE, 2011)

A Design Space Exploration Methodology for Application Specific MPSoC Design. - Amit Kumar Singh 002; Akash Kumar 001; Thambipillai Srikanthan (ISVLSI, 2011)

Communication-Aware Design Space Exploration for Efficient Run-Time MPSoC Management. - Amit Kumar Singh 002; Akash Kumar 001; Wu Jigang; Thambipillai Srikanthan (PAAP, 2011)

Distributed resource management for concurrent execution of multimedia applications on MPSoC platforms. - Ahsan Shabbir; Akash Kumar 001; Bart Mesman; Henk Corporaal (ICSAMOS, 2011)

Minimizing Power Consumption of Spatial Division Based Networks-on-Chip Using Multi-path and Frequency Reduction. - Sheng Hao Wang; Anup Das 001; Akash Kumar 001; Henk Corporaal (DSD, 2012)

Acceleration of distance-to-default with hardware-software co-design. - Izaan Allugundu; Pranay Puranik; Yat Piu Lo; Akash Kumar 001 (FPL, 2012)

An area-efficient partially reconfigurable crossbar switch with low reconfiguration delay. - Chin Hau Hoo; Akash Kumar 001 (FPL, 2012)

Development of an FPGA-based real-time P300 speller. - Kanav Khurana; Pooja Gupta; Rajesh Chandrasekhara Panicker; Akash Kumar 001 (FPL, 2012)

Energy-Aware Communication and Remapping of Tasks for Reliable Multimedia Multiprocessor Systems. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (ICPADS, 2012)

Fault-tolerant network interface for spatial division multiplexing based Network-on-Chip. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (ReCoSoC, 2012)

Fault-aware task re-mapping for throughput constrained multimedia applications on NoC-based MPSoCs. - Anup Das 001; Akash Kumar 001 (RSP, 2012)

A design flow for partially reconfigurable heterogeneous multi-processor platforms. - Jiashu Li; Anup Das 001; Akash Kumar 001 (RSP, 2012)

Review of polynomia and related realms by Dan Kalman. - Akash Kumar 001 (SIGACT News, 2012)

Accelerating throughput-aware runtime mapping for heterogeneous MPSoCs. - Amit Kumar Singh 002; Akash Kumar 001; Thambipillai Srikanthan (ACM Trans. Design Autom. Electr. Syst., 2012)

TRISHUL: A single-pass optimal two-level inclusive data cache hierarchy selection process for real-time MPSoCs. - Mohammad Shihabul Haque; Akash Kumar 001; Yajun Ha; Qiang Wu; Shaobo Luo (ASP-DAC, 2013)

Aging-aware hardware-software task partitioning for reliable reconfigurable multiprocessor systems. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (CASES, 2013)

Energy optimization by exploiting execution slacks in streaming applications on multiprocessor systems. - Amit Kumar Singh 002; Anup Das 001; Akash Kumar 001 (DAC, 2013)

Mapping on multi/many-core systems: survey of current and emerging trends. - Amit Kumar Singh 002; Muhammad Shafique 001; Akash Kumar 001; Jörg Henkel (DAC, 2013)

Reliability-driven task mapping for lifetime extension of networks-on-chip based multiprocessor systems. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (DATE, 2013)

Communication and migration energy aware design space exploration for multicore systems with intermittent faults. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (DATE, 2013)

Run-time mapping for reliable many-cores based on energy/performance trade-offs. - Cristiana Bolchini; Matteo Carminati; Antonio Miele; Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (DFTS, 2013)

Incorporating Energy and Throughput Awareness in Design Space Exploration and Run-Time Mapping for Heterogeneous MPSoCs. - Pham Nam Khanh; Amit Kumar Singh 002; Akash Kumar 001; Khin Mi Mi Aung (DSD, 2013)

RAPIDITAS: RAPId Design-Space-Exploration Incorporating Trace-Based Analysis and Simulation. - Amit Kumar Singh 002; Anup Das 001; Akash Kumar 001 (DSD, 2013)

Thermal-aware mapping of streaming applications on 3D Multi-Processor Systems. - Marco Cox; Amit Kumar Singh 002; Akash Kumar 001; Henk Corporaal (ESTIMedia, 2013)

High Speed Video Processing Using Fine-Grained Processing on FPGA Platform. - Zhi Ping Ang; Akash Kumar 001; Yajun Ha (FCCM, 2013)

Improving autonomous soft-error tolerance of FPGA through LUT configuration bit manipulation. - Anup Das 001; Shyamsundar Venkataraman; Akash Kumar 001 (FPL, 2013)

MAMPSX: A demonstration of rapid, predictable HMPSOC synthesis. - Shakith Fernando; Mark Wijtvliet; Firew Siyoum; Yifan He 002; Sander Stuijk; Akash Kumar 001; Henk Corporaal (FPL, 2013)

A directional coarse-grained power gated FPGA switch box and power gating aware routing algorithm. - Chin Hau Hoo; Yajun Ha; Akash Kumar 001 (FPL, 2013)

Real-time and low power embedded ℓ1-optimization solver design. - Zhi Ping Ang; Akash Kumar 001 (FPT, 2013)

Energy-aware dynamic reconfiguration of communication-centric applications for reliable MPSoCs. - Anup Das 001; Amit Kumar Singh 002; Akash Kumar 001 (ReCoSoC, 2013)

MAMPSx: A design framework for rapid synthesis of predictable heterogeneous MPSoCs. - Shakith Fernando; Firew Siyoum; Yifan He 002; Akash Kumar 001; Henk Corporaal (RSP, 2013)

CADSE: communication aware design space exploration for efficient run-time MPSoC management. - Amit Kumar Singh 002; Akash Kumar 001; Jigang Wu; Thambipillai Srikanthan (Frontiers Comput. Sci., 2013)

Computational analysis of xanthine dehydrogenase enzyme from different source organisms. - Vivek Dhar Dwivedi; Shikha Arora; Akash Kumar 001; Sarad Kumar Mishra (Netw. Model. Anal. Health Informatics Bioinform., 2013)

Project-Based Learning in Embedded Systems Education Using an FPGA Platform. - Akash Kumar 001; Shakith Fernando; Rajesh Chandrasekhara Panicker (IEEE Trans. Educ., 2013)

Reinforcement Learning-Based Inter- and Intra-Application Thermal Optimization for Lifetime Improvement of Multicore Systems. - Anup Das 001; Rishad A. Shafik; Geoff V. Merrett; Bashir M. Al-Hashimi; Akash Kumar 001; Bharadwaj Veeravalli (DAC, 2014)

Temperature aware energy-reliability trade-offs for mapping of throughput-constrained applications on multimedia MPSoCs. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (DATE, 2014)

Combined DVFS and mapping exploration for lifetime and soft-error susceptibility improvement in MPSoCs. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli; Cristiana Bolchini; Antonio Miele (DATE, 2014)

Artificial intelligence based task mapping and pipelined scheduling for checkpointing on real time systems with imperfect fault detection. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (DFT, 2014)

Accelerating Volume Image Registration through Correlation Ratio Based Methods on GPUs. - Ang Li 006; Akash Kumar 001 (DSD, 2014)

Design Space Exploration to Accelerate Nelder-Mead Algorithm Using FPGA. - Pham Nam Khanh; Amit Kumar Singh 002; Akash Kumar 001; Khin Mi Mi Aung (FCCM, 2014)

PR-HMPSoC: A versatile partially reconfigurable heterogeneous Multiprocessor System-on-Chip for dynamic FPGA-based embedded systems. - Tuan D. A. Nguyen; Akash Kumar 001 (FPL, 2014)

Criticality-aware scrubbing mechanism for SRAM-based FPGAs. - Rui Santos; Shyamsundar Venkataraman; Anup Das 001; Akash Kumar 001 (FPL, 2014)

A bit-interleaved embedded hamming scheme to correct single-bit and multi-bit upsets for SRAM-based FPGAs. - Shyamsundar Venkataraman; Rui Santos; Anup Das 001; Akash Kumar 001 (FPL, 2014)

Multi-directional error correction schemes for SRAM-based FPGAs. - Shyamsundar Venkataraman; Rui Santos; Sidharth Maheshwari; Akash Kumar 001 (FPL, 2014)

Leakage and performance aware resource management for 2D dynamically reconfigurable FPGA architectures. - Siqi Wang; Pham Nam Khanh; Amit Kumar Singh 002; Akash Kumar 001 (FPL, 2014)

FPGA-based high throughput XTS-AES encryption/decryption for storage area network. - Yi Wang 016; Akash Kumar 001; Yajun Ha (FPT, 2014)

A multi-stage leakage aware resource management technique for reconfigurable architectures. - Pham Nam Khanh; Amit Kumar Singh 002; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2014)

Design and robust scheduling of nano-satellite swarm for synthetic aperture radar applications. - Chee Khiang Pang; Akash Kumar 001; Cher-Hiang Goh; Cao Vinh Le (ICARCV, 2014)

A heterogeneous platform with GPU and FPGA for power efficient high performance computing. - Qiang Wu; Yajun Ha; Akash Kumar 001; Shaobo Luo; Ang Li 006; Shihab Mohamed (ISIC, 2014)

Lightweight Bare-Metal Stateful Firewall. - Yihuan Xing; Ford-Long Wong; Akash Kumar 001 (PRDC, 2014)

A multi-stage thermal management strategy for 3D multicores. - Dipika Suresh; Amit Kumar Singh 002; Akash Kumar 001 (RSP, 2014)

Communication and migration energy aware task mapping for reliable multiprocessor systems. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (Future Gener. Comput. Syst., 2014)

A Low Active Leakage and High Reliability Phase Change Memory (PCM) Based Non-Volatile FPGA Storage Element. - Kejie Huang; Yajun Ha; Rong Zhao; Akash Kumar 001; Yong Lian 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2014)

Energy-aware task mapping and scheduling for reliable embedded computing systems. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (ACM Trans. Embed. Comput. Syst., 2014)

Accelerating non-volatile/hybrid processor cache design space exploration for application specific embedded systems. - Mohammad Shihabul Haque; Ang Li 006; Akash Kumar 001; Qingsong Wei (ASP-DAC, 2015)

Dynamically adaptive scrubbing mechanism for improved reliability in reconfigurable embedded systems. - Rui Santos; Shyamsundar Venkataraman; Akash Kumar 001 (DAC, 2015)

Workload uncertainty characterization and adaptive frequency scaling for energy minimization of embedded systems. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli; Rishad Ahmed Shafik; Geoff V. Merrett; Bashir M. Al-Hashimi (DATE, 2015)

(AS)2: accelerator synthesis using algorithmic skeletons for rapid design space exploration. - Shakith Fernando; Mark Wijtvliet; Cedric Nugteren; Akash Kumar 001; Henk Corporaal (DATE, 2015)

Exploiting loop-array dependencies to accelerate the design space exploration with high level synthesis. - Pham Nam Khanh; Amit Kumar Singh 002; Akash Kumar 001; Khin Mi Mi Aung (DATE, 2015)

Dynamic reconfigurable puncturing for secure wireless communication. - Liang Tang; Jude Angelo Ambrose; Akash Kumar 001; Sri Parameswaran (DATE, 2015)

Designing inexact systems efficiently using elimination heuristics. - Shyamsundar Venkataraman; Akash Kumar 001; Jeremy Schlachter; Christian C. Enz (DATE, 2015)

ParaLaR: A parallel FPGA router based on Lagrangian relaxation. - Chin Hau Hoo; Akash Kumar 001; Yajun Ha (FPL, 2015)

An automated technique to generate relocatable partial bitstreams for Xilinx FPGAs. - Roel Oomen; Tuan D. A. Nguyen; Akash Kumar 001; Henk Corporaal (FPL, 2015)

Transit: A Visual Analytical Model for Multithreaded Machines. - Ang Li 006; Y. C. Tay; Akash Kumar 001; Henk Corporaal (HPDC, 2015)

Fine-Grained Synchronizations and Dataflow Programming on GPUs. - Ang Li 006; Gert-Jan van den Braak; Henk Corporaal; Akash Kumar 001 (ICS, 2015)

Generic scrubbing-based architecture for custom error correction algorithms. - Rui Santos; Shyamsundar Venkataraman; Akash Kumar 001 (RSP, 2015)

Hardware task migration module for improved fault tolerance and predictability. - Shyamsundar Venkataraman; Rui Santos; Akash Kumar 001; Jasper Kuijsten (SAMOS, 2015)

Adaptive and transparent cache bypassing for GPUs. - Ang Li 006; Gert-Jan van den Braak; Akash Kumar 001; Henk Corporaal (SC, 2015)

Correlation ratio based volume image registration on GPUs. - Ang Li 006; Akash Kumar 001; Yajun Ha; Henk Corporaal (Microprocess. Microsystems, 2015)

Nano-satellite swarm for SAR applications: design and robust scheduling. - Chee Khiang Pang; Akash Kumar 001; Cher-Hiang Goh; Cao Vinh Le (IEEE Trans. Aerosp. Electron. Syst., 2015)

Execution Trace-Driven Energy-Reliability Optimization for Multimedia MPSoCs. - Anup Das 001; Amit Kumar Singh 002; Akash Kumar 001 (ACM Trans. Reconfigurable Technol. Syst., 2015)

Autonomous Soft-Error Tolerance of FPGA Configuration Bits. - Anup Das 001; Shyamsundar Venkataraman; Akash Kumar 001 (ACM Trans. Reconfigurable Technol. Syst., 2015)

Critical points based register-concurrency autotuning for GPUs. - Ang Li 006; Shuaiwen Leon Song; Akash Kumar 001; Eddy Z. Zhang; Daniel G. Chavarría-Miranda; Henk Corporaal (DATE, 2016)

Design and evaluation of reliability-oriented task re-mapping in MPSoCs using time-series analysis of intermittent faults. - Siva Satyendra Sahoo; Akash Kumar 001; Bharadwaj Veeravalli (DATE, 2016)

A flexible inexact TMR technique for SRAM-based FPGAs. - Shyamsundar Venkataraman; Rui Santos; Akash Kumar 001 (DATE, 2016)

Cross-layer fault-tolerant design of real-time systems. - Siva Satyendra Sahoo; Bharadwaj Veeravalli; Akash Kumar 001 (DFT, 2016)

PRFloor: An Automatic Floorplanner for Partially Reconfigurable FPGA Systems. - Tuan D. A. Nguyen; Akash Kumar 001 (FPGA, 2016)

ParaFRo: A hybrid parallel FPGA router using fine grained synchronization and partitioning. - Chin Hau Hoo; Yajun Ha; Akash Kumar 001 (FPL, 2016)

XNoC: A non-intrusive TDM circuit-switched Network-on-Chip. - Tuan D. A. Nguyen; Akash Kumar 001 (FPL, 2016)

Architectural-space exploration of approximate multipliers. - Semeen Rehman; Walaa El-Harouni; Muhammad Shafique 001; Akash Kumar 001; Jörg Henkel (ICCAD, 2016)

SFU-Driven Transparent Approximation Acceleration on GPUs. - Ang Li 006; Shuaiwen Leon Song; Mark Wijtvliet; Akash Kumar 001; Henk Corporaal (ICS, 2016)

X: A Comprehensive Analytic Model for Parallel Machines. - Ang Li 006; Shuaiwen Leon Song; Eric Brugel; Akash Kumar 001; Daniel G. Chavarría-Miranda; Henk Corporaal (IPDPS, 2016)

Automatic framework to generate reconfigurable accelerators for option pricing applications. - Pham Nam Khanh; Khin Mi Mi Aung; Akash Kumar 001 (ReConFig, 2016)

Machine Learning Approach to Generate Pareto Front for List-scheduling Algorithms. - Pham Nam Khanh; Akash Kumar 001; Khin Mi Mi Aung (SCOPES, 2016)

Leakage aware resource management approach with machine learning optimization framework for partially reconfigurable architectures. - Pham Nam Khanh; Akash Kumar 001; Amit Kumar Singh 002; Khin Mi Mi Aung (Microprocess. Microsystems, 2016)

Resource and Throughput Aware Execution Trace Analysis for Efficient Run-Time Mapping on MPSoCs. - Amit Kumar Singh 002; Muhammad Shafique 001; Akash Kumar 001; Jörg Henkel (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Reliability and Energy-Aware Mapping and Scheduling of Multimedia Applications on Multiprocessor Systems. - Anup Das 001; Akash Kumar 001; Bharadwaj Veeravalli (IEEE Trans. Parallel Distributed Syst., 2016)

Analysis and Mapping for Thermal and Energy Efficiency of 3-D Video Processing on 3-D Multicore Processors. - Amit Kumar Singh 002; Muhammad Shafique 001; Akash Kumar 001; Jörg Henkel (IEEE Trans. Very Large Scale Integr. Syst., 2016)

Locality-Aware CTA Clustering for Modern GPUs. - Ang Li 006; Shuaiwen Leon Song; Weifeng Liu 002; Xu Liu 001; Akash Kumar 001; Henk Corporaal (ASPLOS, 2017)

Soft error-aware architectural exploration for designing reliability adaptive cache hierarchies in multi-cores. - Arun Subramaniyan 001; Semeen Rehman; Muhammad Shafique 001; Akash Kumar 001; Jörg Henkel (DATE, 2017)

Accounting for systematic errors in approximate computing. - Martin Bruestel; Akash Kumar 001 (DATE, 2017)

Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding. - Walaa El-Harouni; Semeen Rehman; Bharath Srinivas Prabakaran; Akash Kumar 001; Rehan Hafiz; Muhammad Shafique 001 (DATE, 2017)

Exploiting transistor-level reconfiguration to optimize combinational circuits. - Michael Raitza; Akash Kumar 001; Marcus Völp; Dennis Walter; Jens Trommer; Thomas Mikolajick; Walter M. Weber (DATE, 2017)

ParaDiMe: A Distributed Memory FPGA Router Based on Speculative Parallelism and Path Encoding. - Chin Hau Hoo; Akash Kumar 001 (FCCM, 2017)

Scrubbing Mechanism for Heterogeneous Applications in Reconfigurable Devices. - Rui Santos; Shyamsundar Venkataraman; Akash Kumar 001 (ACM Trans. Design Autom. Electr. Syst., 2017)

Lifetime-aware design methodology for dynamic partially reconfigurable systems. - Siva Satyendra Sahoo; Tuan D. A. Nguyen; Bharadwaj Veeravalli; Akash Kumar 001 (ASP-DAC, 2018)

SMApproxlib: library of FPGA-based approximate multipliers. - Salim Ullah; Sanjeev Sripadraj Murthy; Akash Kumar 001 (DAC, 2018)

Area-optimized low-latency approximate multipliers for FPGA-based hardware accelerators. - Salim Ullah; Semeen Rehman; Bharath Srinivas Prabakaran; Florian Kriebel; Muhammad Abdullah Hanif; Muhammad Shafique 001; Akash Kumar 001 (DAC, 2018)

FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan. - Nusrat Jahan Lisa; Annett Ungethüm; Dirk Habich; Wolfgang Lehner; Tuan Duy Anh Nguyen; Akash Kumar 001 (DATA (Revised Selected Papers), 2018)

Column Scan Optimization by Increasing Intra-Instruction Parallelism. - Nusrat Jahan Lisa; Annett Ungethüm; Dirk Habich; Tuan D. A. Nguyen; Akash Kumar 001; Wolfgang Lehner (DATA, 2018)

DeMAS: An efficient design methodology for building approximate adders for FPGA-based systems. - Bharath Srinivas Prabakaran; Semeen Rehman; Muhammad Abdullah Hanif; Salim Ullah; Ghazal Mazaheri; Akash Kumar 001; Muhammad Shafique 001 (DATE, 2018)

Technology mapping flow for emerging reconfigurable silicon nanowire transistors. - Shubham Rai; Michael Raitza; Akash Kumar 001 (DATE, 2018)

A physical synthesis flow for early technology evaluation of silicon nanowire based reconfigurable FETs. - Shubham Rai; Ansh Rupani; Dennis Walter; Michael Raitza; Andre Heinzig; Tim Baldauf; Jens Trommer; Christian Mayr 001; Walter M. Weber; Akash Kumar 001 (DATE, 2018)

Reloc - An Open-Source Vivado Workflow for Generating Relocatable End-User Configuration Tiles. - Björn Gottschall; Thomas PreuBer; Akash Kumar 001 (FCCM, 2018)

ParaDRo: A Parallel Deterministic Router Based on Spatial Partitioning and Scheduling. - Chin Hau Hoo; Akash Kumar 001 (FPGA, 2018)

QoS-Aware Cross-Layer Reliability-Integrated FPGA-Based Dynamic Partially Reconfigurable System Partitioning. - Siva Satyendra Sahoo; Tuan D. A. Nguyen; Bharadwaj Veeravalli; Akash Kumar 001 (FPT, 2018)

Dataflow-Based Mapping of Spiking Neural Networks on Neuromorphic Hardware. - Anup Das 001; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2018)

Protecting Communication in Many-Core Systems against Active Attackers. - Sadia Moriam; Elke Franz 001; Paul Walther; Akash Kumar 001; Thorsten Strufe; Gerhard P. Fettweis (ACM Great Lakes Symposium on VLSI, 2018)

Emerging reconfigurable nanotechnologies: can they support future electronics? - Shubham Rai; Srivatsa Rangachar Srinivasa; Patsy Cadareanu; Xunzhao Yin; Xiaobo Sharon Hu; Pierre-Emmanuel Gaillardon; Vijaykrishnan Narayanan; Akash Kumar 001 (ICCAD, 2018)

A Self-Reconfiguring Cache Architecture to Improve Control Quality in Cyber-Physical Systems. - Mohammad Shihabul Haque; Sriram Vasudevan; Alamuri Sriram Nihar; Arvind Easwaran; Akash Kumar 001; Y. C. Tay (ISORC, 2018)

Adaptive Learning and Analytics in Engineering Education. - Rajesh C. Panicker; Akash Kumar 001; Dipti Srinivasan; Deepu John (TALE, 2018)

Column Scan Acceleration in Hybrid CPU-FPGA Systems. - Nusrat Jahan Lisa; Annett Ungethüm; Dirk Habich; Wolfgang Lehner; Tuan D. A. Nguyen; Akash Kumar 001 (ADMS@VLDB, 2018)

CLRFrame: An Analysis Framework for Designing Cross-Layer Reliability in Embedded Systems. - Siva Satyendra Sahoo; Bharadwaj Veeravalli; Akash Kumar 001 (VLSID, 2018)

Parallel FPGA Router using Sub-Gradient method and Steiner tree. - Rohit Agrawal; Chin Hao Hoo; Kapil Ahuja; Akash Kumar 001 (CoRR, 2018)

SLIDER: Fast and Efficient Computation of Banded Sequence Alignment. - Mohammed Alser; Hasan Hassan; Akash Kumar 001; Onur Mutlu; Can Alkan (CoRR, 2018)

A Hardware/Software Stack for Heterogeneous Systems. - Jerónimo Castrillón; Matthias Lieber; Sascha Klüppelholz; Marcus Völp; Nils Asmussen; Uwe Aßmann; Franz Baader; Christel Baier; Gerhard P. Fettweis; Jochen Fröhlich; Andrés Goens; Sebastian Haas; et al. (IEEE Trans. Multi Scale Comput. Syst., 2018)

A Hybrid Agent-based Design Methodology for Dynamic Cross-layer Reliability in Heterogeneous Embedded Systems. - Siva Satyendra Sahoo; Bharadwaj Veeravalli; Akash Kumar 001 (DAC, 2019)

Scatter Scrubbing: A Method to Reduce SEU Repair Time in FPGA Configuration Memory. - Mahsa Mousavi; Hamid Reza Pourshaghaghi; Henk Corporaal; Akash Kumar 001 (DFT, 2019)

High-Throughput BitPacking Compression. - Nusrat Jahan Lisa; Tuan Duy Anh Nguyen; Dirk Habich; Akash Kumar 001; Wolfgang Lehner (DSD, 2019)

Online Peak Power and Maximum Temperature Management in Multi-core Mixed-Criticality Embedded Systems. - Behnaz Ranjbar; Tuan D. A. Nguyen; Alireza Ejlali; Akash Kumar 001 (DSD, 2019)

Exploiting Emerging Reconfigurable Technologies for Secure Devices. - Ansh Rupani; Shubham Rai; Akash Kumar 001 (DSD, 2019)

Performance Evaluation of Thermal-Constrained Scheduling Strategies in Multi-core Systems. - Muhammad Usama Sardar; Clemens Dubslaff; Sascha Klüppelholz; Christel Baier; Akash Kumar 001 (EPEW, 2019)

Design Methodology for Embedded Approximate Artificial Neural Networks. - Adarsha Balaji; Salim Ullah; Anup Das 001; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2019)

Hardware Watermarking Using Polymorphic Inverter Designs Based On Reconfigurable Nanotechnologies. - Shubham Rai; Ansh Rupani; Pallab Nath; Akash Kumar 001 (ISVLSI, 2019)

Shouji: a fast and efficient pre-alignment filter for sequence alignment. - Mohammed Alser; Hasan Hassan; Akash Kumar 001; Onur Mutlu; Can Alkan (Bioinform., 2019)

Multi-objective design space exploration for system partitioning of FPGA-based Dynamic Partially Reconfigurable Systems. - Siva Satyendra Sahoo; Tuan D. A. Nguyen; Bharadwaj Veeravalli; Akash Kumar 001 (Integr., 2019)

Architecture and Advanced Electronics Pathways Toward Highly Adaptive Energy- Efficient Computing. - Gerhard P. Fettweis; Meik Dorpinghaus; Jerónimo Castrillón; Akash Kumar 001; Christel Baier; Karlheinz Bock; Frank Ellinger; Andreas Fery; Frank H. P. Fitzek; Hermann Härtig; Kambiz Jamshidi; Thomas Kissinger; et al. (Proc. IEEE, 2019)

Designing Efficient Circuits Based on Runtime-Reconfigurable Field-Effect Transistors. - Shubham Rai; Jens Trommer; Michael Raitza; Thomas Mikolajick; Walter M. Weber; Akash Kumar 001 (IEEE Trans. Very Large Scale Integr. Syst., 2019)

LeAp: Leading-one Detection-based Softcore Approximate Multipliers with Tunable Accuracy. - Zahra Ebrahimi; Salim Ullah; Akash Kumar 001 (ASP-DAC, 2020)

CL(R)Early: An Early-stage DSE Methodology for Cross-Layer Reliability-aware Heterogeneous Embedded Systems. - Siva Satyendra Sahoo; Bharadwaj Veeravalli; Akash Kumar 001 (DAC, 2020)

ProxSim: GPU-based Simulation Framework for Cross-Layer Approximate DNN Optimization. - Cecilia De la Parra; Andre Guntoro; Akash Kumar 001 (DATE, 2020)

DiSCERN: Distilling Standard-Cells for Emerging Reconfigurable Nanotechnologies. - Shubham Rai; Michael Raitza; Siva Satyendra Sahoo; Akash Kumar 001 (DATE, 2020)

L2L: A Highly Accurate Log_2_Lead Quantization of Pre-trained Neural Networks. - Salim Ullah; Siddharth Gupta 004; Kapil Ahuja; Aruna Tiwari; Akash Kumar 001 (DATE, 2020)

Markov Chain-based Modeling and Analysis of Checkpointing with Rollback Recovery for Efficient DSE in Soft Real-time Systems. - Siva Satyendra Sahoo; Bharadwaj Veeravalli; Akash Kumar 001 (DFT, 2020)

Introducing FPGA-based Machine Learning on the Edge to Undergraduate Students. - Rajesh C. Panicker; Akash Kumar 001; Deepu John (FIE, 2020)

Maximizing the Serviceability of Partially Reconfigurable FPGA Systems in Multi-tenant Environment. - Tuan D. A. Nguyen; Akash Kumar 001 (FPGA, 2020)

SIMDive: Approximate SIMD Soft Multiplier-Divider for FPGAs with Tunable Accuracy. - Zahra Ebrahimi; Salim Ullah; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2020)

An Approximate Binary Classifier for Data Integrity Assessment in IoT Sensors. - Arlene John; Salim Ullah; Akash Kumar 001; Barry Cardiff; Deepu John (ICECS, 2020)

Full Approximation of Deep Neural Networks through Efficient Optimization. - Cecilia De la Parra; Andre Guntoro; Akash Kumar 001 (ISCAS, 2020)

SeqL: Secure Scan-Locking for IP Protection. - Seetal Potluri; Aydin Aysu; Akash Kumar 001 (ISQED, 2020)

A CORDIC Based Configurable Activation Function for ANN Applications. - Gopal Raut; Shubham Rai; Santosh Kumar Vishvakarma; Akash Kumar 001 (ISVLSI, 2020)

Near Memory Acceleration on High Resolution Radio Astronomy Imaging. - Stefano Corda; Bram Veenboer; Ahsan Javed Awan; Akash Kumar 001; Roel Jordans; Henk Corporaal (MECO, 2020)

ALigN: A Highly Accurate Adaptive Layerwise Log_2_Lead Quantization of Pre-Trained Neural Networks. - Siddharth Gupta 004; Salim Ullah; Kapil Ahuja; Aruna Tiwari; Akash Kumar 001 (IEEE Access, 2020)

Quantitative Characterization of Reconfigurable Transistor Logic Gates. - Michael Raitza; Steffen Märcker; Jens Trommer; Andre Heinzig; Sascha Klüppelholz; Christel Baier; Akash Kumar 001 (IEEE Access, 2020)

FANTOM: Fault Tolerant Task-Drop Aware Scheduling for Mixed-Criticality Systems. - Behnaz Ranjbar; Bardia Safaei 001; Alireza Ejlali; Akash Kumar 001 (IEEE Access, 2020)

ParaLarH: Parallel FPGA Router based upon Lagrange Heuristics. - Rohit Agrawal; Kapil Ahuja; Dhaarna Maheshwari; Akash Kumar 001 (CoRR, 2020)

Power-Aware Run-Time Scheduler for Mixed-Criticality Systems on Multi-Core Platform. - Behnaz Ranjbar; Tuan D. A. Nguyen; Alireza Ejlali; Akash Kumar 001 (CoRR, 2020)

Improving approximate neural networks for perception tasks through specialized optimization. - Cecilia De la Parra; Andre Guntoro; Akash Kumar 001 (Future Gener. Comput. Syst., 2020)

Efficient Accuracy Recovery in Approximate Neural Networks by Systematic Error Modelling. - Cecilia De la Parra; Andre Guntoro; Akash Kumar 001 (ASP-DAC, 2021)

Emergent design challenges for embedded systems and paths forward: mixed-criticality, energy, reliability and security perspectives. - Siva Satyendra Sahoo; Akash Kumar 001; Martin Decky; Samuel Chang Bing Wong; Geoff V. Merrett; Yinyuan Zhao; Jiachen Wang; Xiaohang Wang 001; Amit Kumar Singh 002 (CODES+ISSS, 2021)

CLAppED: A Design Framework for Implementing Cross-Layer Approximation in FPGA-based Embedded Systems. - Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (DAC, 2021)

Resource-Efficient Database Query Processing on FPGAs. - Mehdi Moghaddamfar; Christian Färber; Wolfgang Lehner; Norman May; Akash Kumar 001 (DaMoN, 2021)

Knowledge Distillation and Gradient Estimation for Active Error Compensation in Approximate Neural Networks. - Cecilia De la Parra; Xuyi Wu; Andre Guntoro; Akash Kumar 001 (DATE, 2021)

Nano Security: From Nano-Electronics to Secure Systems. - Ilia Polian; Frank Altmann; Tolga Arul; Christian Boit; Ralf Brederlow; Lucas Davi; Rolf Drechsler; Nan Du 004; Thomas Eisenbarth 001; Tim Güneysu; Sascha Hermann; Matthias Hiller; et al. (DATE, 2021)

Vertical IP Protection of the Next-Generation Devices: Quo Vadis? - Shubham Rai; Siddharth Garg; Christian Pilato; Vladimir Herdt; Elmira Moussavi; Dominik Sisejkovic; Ramesh Karri; Rolf Drechsler; Farhad Merchant; Akash Kumar 001 (DATE, 2021)

Perspectives on Emerging Computation-in-Memory Paradigms. - Shubham Rai; Mengyun Liu; Anteneh Gebregiorgis; Debjyoti Bhattacharjee; Krishnendu Chakrabarty; Said Hamdioui; Anupam Chattopadhyay; Jens Trommer; Akash Kumar 001 (DATE, 2021)

Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. - Shubham Rai; Walter Lau Neto; Yukio Miyasaka; Xinpei Zhang; Mingfei Yu; Qingyang Yi; Masahiro Fujita; Guilherme B. Manske; Matheus F. Pontes; Leomar S. da Rosa; Marilton S. de Aguiar; Paulo F. Butzen; et al. (DATE, 2021)

Preserving Self-Duality During Logic Synthesis for Emerging Reconfigurable Nanotechnologies. - Shubham Rai; Heinz Riener; Giovanni De Micheli; Akash Kumar 001 (DATE, 2021)

Improving the Timing Behaviour of Mixed-Criticality Systems Using Chebyshev's Theorem. - Behnaz Ranjbar; Ali Hoseinghorban; Siva Satyendra Sahoo; Alireza Ejlali; Akash Kumar 001 (DATE, 2021)

NMPO: Near-Memory Computing Profiling and Offloading. - Stefano Corda; Madhurya Kumaraswamy; Ahsan Javed Awan; Roel Jordans; Akash Kumar 001; Henk Corporaal (DSD, 2021)

AMAH-Flex: A Modular and Highly Flexible Tool for Generating Relocatable Systems on FPGAs. - Najdet Charaf; Christoph Tietz; Michael Raitza; Akash Kumar 001; Diana Göhringer (FPT, 2021)

MemOReL: A Memory-oriented Optimization Approach to Reinforcement Learning on FPGA-based Embedded Systems. - Siva Satyendra Sahoo; Akhil Raj Baranwal; Salim Ullah; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2021)

Exploring Physical Synthesis for Circuits based on Emerging Reconfigurable Nanotechnologies. - Andreas Krinke; Shubham Rai; Akash Kumar 001; Jens Lienig (ICCAD, 2021)

RL-Guided Runtime-Constrained Heuristic Exploration for Logic Synthesis. - Yasasvi V. Peruvemba; Shubham Rai; Kapil Ahuja; Akash Kumar 001 (ICCAD, 2021)

dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference. - Elias Trommer; Bernd Waschneck; Akash Kumar 001 (ICCAD, 2021)

BioCare: An Energy-Efficient CGRA for Bio-Signal Processing at the Edge. - Zahra Ebrahimi; Akash Kumar 001 (ISCAS, 2021)

Exploiting Resiliency for Kernel-Wise CNN Approximation Enabled by Adaptive Hardware Design. - Cecilia De la Parra; Ahmed El-Yamany; Taha Soliman; Akash Kumar 001; Norbert Wehn; Andre Guntoro (ISCAS, 2021)

Metastability with Emerging Reconfigurable Transistors: Exploiting Ambipolarity for Throughput. - Abhiroop Bhattacharjee; Shubham Rai; Ansh Rupani; Michael Raitza; Akash Kumar 001 (VLSI-SoC, 2021)

END-TRUE: Emerging Nanotechnology-Based Double-Throughput True Random Number Generator. - Shubham Rai; Nishant Gupta; Abhiroop Bhattacharjee; Ansh Rupani; Michael Raitza; Jens Trommer; Thomas Mikolajick; Akash Kumar 001 (VLSI-SoC (Selected Papers), 2021)

CLEO-CoDe: Exploiting Constrained Decoding for Cross-Layer Energy Optimization in Heterogeneous Embedded Systems. - Siva Satyendra Sahoo; Akash Kumar 001 (VLSI-SoC, 2021)

Using Monte Carlo Tree Search for EDA - A Case-study with Designing Cross-layer Reliability for Heterogeneous Embedded Systems. - Siva Satyendra Sahoo; Akash Kumar 001 (VLSI-SoC, 2021)

ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems. - Suresh Nambi; Salim Ullah; Siva Satyendra Sahoo; Aditya Lohana; Farhad Merchant; Akash Kumar 001 (IEEE Access, 2021)

A Survey of FPGA Logic Cell Designs in the Light of Emerging Technologies. - Shubham Rai; Pallab Nath; Ansh Rupani; Santosh Kumar Vishvakarma; Akash Kumar 001 (IEEE Access, 2021)

Compiler Toolchains for Deep Learning Workloads on Embedded Platforms. - Max Sponner; Bernd Waschneck; Akash Kumar 001 (CoRR, 2021)

Toward the Design of Fault-Tolerance- and Peak- Power-Aware Multi-Core Mixed-Criticality Systems. - Behnaz Ranjbar; Ali Hoseinghorban; Mohammad Salehi; Alireza Ejlali; Akash Kumar 001 (CoRR, 2021)

Energy-Efficient Low-Latency Signed Multiplier for FPGA-Based Hardware Accelerators. - Salim Ullah; Tuan Duy Anh Nguyen; Akash Kumar 001 (IEEE Embed. Syst. Lett., 2021)

RECON: Resource-Efficient CORDIC-Based Neuron Architecture. - Gopal Raut; Shubham Rai; Santosh Kumar Vishvakarma; Akash Kumar 001 (IEEE Open J. Circuits Syst., 2021)

Correction to "RECON: Resource-Efficient CORDIC-Based Neuron Architecture". - Gopal Raut; Shubham Rai; Santosh Kumar Vishvakarma; Akash Kumar 001 (IEEE Open J. Circuits Syst., 2021)

Area-Optimized Accurate and Approximate Softcore Signed Multiplier Architectures. - Salim Ullah; Hendrik Schmidl; Siva Satyendra Sahoo; Semeen Rehman; Akash Kumar 001 (IEEE Trans. Computers, 2021)

ReLAccS: A Multilevel Approach to Accelerator Design for Reinforcement Learning on FPGA-Based Systems. - Akhil Raj Baranwal; Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

Power-Aware Runtime Scheduler for Mixed-Criticality Systems on Multicore Platform. - Behnaz Ranjbar; Tuan D. A. Nguyen; Alireza Ejlali; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

CGRA-EAM - Rapid Energy and Area Estimation for Coarse-grained Reconfigurable Architectures. - Mark Wijtvliet; Henk Corporaal; Akash Kumar 001 (ACM Trans. Reconfigurable Technol. Syst., 2021)

A Versatile Mapping Approach for Technology Mapping and Graph Optimization. - Alessandro Tempia Calvino; Heinz Riener; Shubham Rai; Akash Kumar 001; Giovanni De Micheli (ASP-DAC, 2022)

Multi-Precision Deep Neural Network Acceleration on FPGAs. - Negar Neda; Salim Ullah; Azam Ghanbari; Hoda Mahdiani; Mehdi Modarressi; Akash Kumar 001 (ASP-DAC, 2022)

DELTA: DEsigning a stealthy trigger mechanism for analog hardware trojans and its detection analysis. - Nishant Gupta; Mohil Sandip Desai; Mark Wijtvliet; Shubham Rai; Akash Kumar 001 (DAC, 2022)

Exploring Standard-Cell Designs for Reconfigurable Nanotechnologies: A Formal Approach. - Michael Raitza; Steffen Märcker; Shubham Rai; Akash Kumar 001 (DATE, 2022)

Improving Technology Mapping for And-Inverter-Cones. - Martin Thümmler; Shubham Rai; Akash Kumar 001 (DATE, 2022)

A Hybrid Scheduling Mechanism for Multi-programming in Mixed-Criticality Systems. - Mohammad Bawatna; Behnaz Ranjbar; Akash Kumar 001 (DSD, 2022)

PosAx-O: Exploring Operator-level Approximations for Posit Arithmetic in Embedded AI/ML. - Amritha Immaneni; Salim Ullah; Suresh Nambi; Siva Satyendra Sahoo; Akash Kumar 001 (DSD, 2022)

FPGA-Based Database Query Processing on Arbitrarily Wide Tables. - Mehdi Moghaddamfar; Christian Färber; Norman May; Wolfgang Lehner; Akash Kumar 001 (FCCM, 2022)

ERMES: Efficient Racetrack Memory Emulation System based on FPGA. - Fanny Spagnolo; Salim Ullah; Pasquale Corsonello; Akash Kumar 001 (FPL, 2022)

NetPU: Prototyping a Generic Reconfigurable Neural Network Accelerator Architecture. - Yuhao Liu; Shubham Rai; Salim Ullah; Akash Kumar 001 (FPT, 2022)

ENTANGLE: An Enhanced Logic-locking Technique for Thwarting SAT and Structural Attacks. - Armin Darjani; Nima Kavand; Shubham Rai; Mark Wijtvliet; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2022)

Securing Hardware through Reconfigurable Nano-Structures. - Nima Kavand; Armin Darjani; Shubham Rai; Akash Kumar 001 (ICCAD, 2022)

Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks. - Elias Trommer; Bernd Waschneck; Akash Kumar 001 (ICCAD, 2022)

SCRAMBLE: A Secure and Configurable, Memristor-Based Neuromorphic Hardware Leveraging 3D Architecture. - Nikhil Rangarajan; Satwik Patnaik; Mohammed Nabeel 001; Mohammed Ashraf; Shubham Rai; Gopal Raut; Heba Abunahla; Baker Mohammad; Santosh Kumar Vishvakarma; Akash Kumar 001; Johann Knechtel; Ozgur Sinanoglu (ISVLSI, 2022)

Reduced-Precision Acceleration of Radio-Astronomical Imaging on Reconfigurable Hardware. - Stefano Corda; Bram Veenboer; Ahsan Javed Awan; John W. Romein; Roel Jordans; Akash Kumar 001; Albert-Jan Boonstra; Henk Corporaal (IEEE Access, 2022)

Learning-Oriented QoS- and Drop-Aware Task Scheduling for Mixed-Criticality Systems. - Behnaz Ranjbar; Hamidreza Alikhani; Bardia Safaei 001; Alireza Ejlali; Akash Kumar 001 (Comput., 2022)

Efficient Privacy-Aware Federated Learning by Elimination of Downstream Redundancy. - Aditya Lohana; Ansh Rupani; Shubham Rai; Akash Kumar 001 (IEEE Des. Test, 2022)

Increasing Throughput of In-Memory DNN Accelerators by Flexible Layerwise DNN Approximation. - Cecilia De la Parra; Taha Soliman; Andre Guntoro; Akash Kumar 001; Norbert Wehn (IEEE Micro, 2022)

Peak-Power Aware Life-Time Reliability Improvement in Fault-Tolerant Mixed-Criticality Systems. - Mozhgan Navardi; Behnaz Ranjbar; Nezam Rohbani; Alireza Ejlali; Akash Kumar 001 (IEEE Open J. Circuits Syst., 2022)

Toward the Design of Fault-Tolerance-Aware and Peak-Power-Aware Multicore Mixed-Criticality Systems. - Behnaz Ranjbar; Ali Hosseinghorban; Mohammad Salehi; Alireza Ejlali; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

BOT-MICS: Bounding Time Using Analytics in Mixed-Criticality Systems. - Behnaz Ranjbar; Ali Hosseinghorban; Siva Satyendra Sahoo; Alireza Ejlali; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

High-Performance Accurate and Approximate Multipliers for FPGA-Based Hardware Accelerators. - Salim Ullah; Semeen Rehman; Muhammad Shafique 001; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Blocks: Challenging SIMDs and VLIWs With a Reconfigurable Architecture. - Mark Wijtvliet; Akash Kumar 001; Henk Corporaal (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

AppAxO: Designing Application-specific Approximate Operators for FPGA-based Embedded Systems. - Salim Ullah; Siva Satyendra Sahoo; Nemath Ahmed; Debabrata Chaudhury; Akash Kumar 001 (ACM Trans. Embed. Comput. Syst., 2022)

Security Promises and Vulnerabilities in Emerging Reconfigurable Nanotechnology-Based Circuits. - Shubham Rai; Satwik Patnaik; Ansh Rupani; Johann Knechtel; Ozgur Sinanoglu; Akash Kumar 001 (IEEE Trans. Emerg. Top. Comput., 2022)

Plasticine: A Cross-layer Approximation Methodology for Multi-kernel Applications through Minimally Biased, High-throughput, and Energy-efficient SIMD Soft Multiplier-divider. - Zahra Ebrahimi; Dennis Klar; Mohammad Aasim Ekhtiyar; Akash Kumar 001 (ACM Trans. Design Autom. Electr. Syst., 2022)

SyFAxO-GeN: Synthesizing FPGA-Based Approximate Operators with Generative Networks. - Rohit Ranjan; Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (ASP-DAC, 2023)

Special Session: Mitigating Side-Channel Attacks Through Circuit to Application Layer Approaches. - Nima Kavand; Armin Darjani; Jens Trommer; Giulio Galderisi; Thomas Mikolajick; Nicolai Müller; Amir Moradi 001; Chongzhou Fang; Ning Miao; Han Wang 020; Sai Manoj P. D.; Houman Homayoun; et al. (CODES+ISSS, 2023)

Discerning Limitations of GNN-based Attacks on Logic Locking. - Armin Darjani; Nima Kavand; Shubham Rai; Akash Kumar 001 (DAC, 2023)

ADAPTIVE: Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. - Behnaz Ranjbar; Ali Hosseinghorban; Akash Kumar 001 (DAC, 2023)

KeRRaS: Sort-Based Database Query Processing on Wide Tables Using FPGAs. - Mehdi Moghaddamfar; Christian Färber; Wolfgang Lehner; Akash Kumar 001 (DaMoN, 2023)

Motivating Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. - Behnaz Ranjbar; Ali Hosseinghorban; Akash Kumar 001 (DATE, 2023)

Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. - Behnaz Ranjbar; Florian Klemme; Paul R. Genssler; Hussam Amrouch; Jinhyo Jung; Shail Dave; Hwisoo So; Kyongwoo Lee; Aviral Shrivastava; Ji-Yung Lin; Pieter Weckx; Subrat Mishra; et al. (DATE, 2023)

Design Enablement Flow for Circuits with Inherent Obfuscation based on Reconfigurable Transistors. - Jens Trommer; Niladri Bhattacharjee; Thomas Mikolajick; Sebastian Huhn 001; Marcel Merten; Mohammed E. Djeridane; Muhammad Hassan 002; Rolf Drechsler; Shubham Rai; Nima Kavand; Armin Darjani; Akash Kumar 001; et al. (DATE, 2023)

High-Throughput Approximate Multiplication Models in PyTorch. - Elias Trommer; Bernd Waschneck; Akash Kumar 001 (DDECS, 2023)

A Study of Early Aggregation in Database Query Processing on FPGAs. - Mehdi Moghaddamfar; Norman May; Christian Färber; Wolfgang Lehner; Akash Kumar 001 (FPGA, 2023)

CoOAx: Correlation-aware Synthesis of FPGA-based Approximate Operators. - Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2023)

NetPU-M: a Generic Reconfigurable Neural Network Accelerator Architecture for MLPs. - Yuhao Liu; Shubham Rai; Salim Ullah; Akash Kumar 001 (IPDPS Workshops, 2023)

Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications. - Raghul Saravanan; Sathwika Bavikadi; Shubham Rai; Akash Kumar 001; Sai Manoj Pudukotai Dinakarrao (ISCAS, 2023)

Formal Analysis of Camouflaged Reconfigurable Circuits. - Steffen Märcker; Michael Raitza; Shubham Rai; Giulio Galderisi; Thomas Mikolajick; Jens Trommer; Akash Kumar 001 (NEWCAS, 2023)

Parallel FPGA Routers With Lagrange Relaxation. - Rohit Agrawal; Kapil Ahuja; Dhaarna Maheshwari; Mohd Ubaid Shaikh; Mohamed Bouaziz 002; Akash Kumar 001 (IEEE Access, 2023)

Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing. - Max Sponner; Julius Ott; Lorenzo Servadei; Bernd Waschneck; Robert Wille; Akash Kumar 001 (CoRR, 2023)

AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming. - Siva Satyendra Sahoo; Salim Ullah; Akash Kumar 001 (CoRR, 2023)

MTTR reduction of FPGA scrubbing: Exploring SEU sensitivity. - Mahsa Mousavi; Hamid Reza Pourshaghaghi; Akash Kumar 001; Henk Corporaal (Microprocess. Microsystems, 2023)

ACM TECS Special Issue on Embedded System Security Tutorials. - Aviral Shrivastava; Jian-Jia Chen; Akash Kumar 001; Anup Das 001 (ACM Trans. Embed. Comput. Syst., 2023)

RAPID: Approximate Pipelined Soft Multipliers and Dividers for High Throughput and Energy Efficiency. - Zahra Ebrahimi; Muhammad Zaid; Mark Wijtvliet; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Utilizing XMG-Based Synthesis to Preserve Self-Duality for RFET-Based Circuits. - Shubham Rai; Alessandro Tempia Calvino; Heinz Riener; Giovanni De Micheli; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

SeqL+: Secure Scan-Obfuscation With Theoretical and Empirical Validation. - Seetal Potluri; Shamik Kundu; Akash Kumar 001; Kanad Basu; Aydin Aysu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Design of Energy-Efficient RFET-Based Exact and Approximate 4:2 Compressors and Multipliers. - Nima Kavand; Armin Darjani; Shubham Rai; Akash Kumar 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

AxOTreeS: A Tree Search Approach to Synthesizing FPGA-based Approximate Operators. - Siva Satyendra Sahoo; Salim Ullah; Akash Kumar 001 (ACM Trans. Embed. Comput. Syst., 2023)

High-Flexibility Designs of Quantized Runtime Reconfigurable Multi-Precision Multipliers. - Yuhao Liu; Shubham Rai; Salim Ullah; Akash Kumar 001 (IEEE Embed. Syst. Lett., 2023)

NvMISC: Toward an FPGA-Based Emulation Platform for RISC-V and Nonvolatile Memories. - Yuankang Zhao; Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (IEEE Embed. Syst. Lett., 2023)

Toward Structurally Safe Design-for-Trust Techniques. - Armin Darjani; Nima Kavand; Akash Kumar 001 (APCCAS, 2024)

Enabling Energy-efficient AI Computing: Leveraging Application-specific Approximations : (Education Class). - Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (CASES, 2024)

Dynamic Reconfigurable Security Cells Based on Emerging Devices Integrable in FDSOI Technology. - Niladri Bhattacharjee; Viktor Havel; Suruchi Kumari; Nima Kavand; Jorge Navarro Quijada; Akash Kumar 001; Thomas Mikolajick; Jens Trommer (DATE, 2024)

REDCAP: Reconfigurable RFET-Based Circuits Against Power Side-Channel Attacks. - Nima Kavand; Armin Darjani; Giulio Galderisi; Jens Trommer; Thomas Mikolajick; Akash Kumar 001 (DATE, 2024)

Motivating the Use of Machine-Learning for Improving Timing Behaviour of Embedded Mixed-Criticality Systems. - Vikash Kumar; Behnaz Ranjbar; Akash Kumar 001 (DATE, 2024)

LeQC-At: Learning Quantization Configurations During Adversarial Training for Robust Deep Neural Networks. - Siddharth Gupta 004; Salim Ullah; Akash Kumar 001 (DSD, 2024)

BitSys: Bitwise Systolic Array Architecture for Multi-precision Quantized Hardware Accelerators. - Yuhao Liu; Salim Ullah; Akash Kumar 001 (FCCM, 2024)

Harnessing Temporal Information for Efficient Edge AI. - Max Sponner; Lorenzo Servadei; Bernd Waschneck; Robert Wille; Akash Kumar 001 (FMEC, 2024)

Flip-Lock: A Flip-Flop-Based Logic Locking Technique for Thwarting ML-based and Algorithmic Structural Attacks. - Armin Darjani; Nima Kavand; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2024)

RFET-Based Dynamic Differential Logic Cells Against Power Side-Channel Attacks. - Nima Kavand; Armin Darjani; Garvit Chhabra; Akash Kumar 001 (ISVLSI, 2024)

Efficient Post-training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments. - Max Sponner; Lorenzo Servadei; Bernd Waschneck; Robert Wille; Akash Kumar 001 (SAMOS, 2024)

QuantMAC: Enhancing Hardware Performance in DNNs With Quantize Enabled Multiply-Accumulate Unit. - Neha Ashar; Gopal Raut; Vasundhara Trivedi; Santosh Kumar Vishvakarma; Akash Kumar 001 (IEEE Access, 2024)

Utilizing Machine Learning Techniques for Worst-Case Execution Time Estimation on GPU Architectures. - Vikash Kumar; Behnaz Ranjbar; Akash Kumar 001 (IEEE Access, 2024)

ESOMICS: ML-Based Timing Behavior Analysis for Efficient Mixed-Criticality System Design. - Vikash Kumar; Behnaz Ranjbar; Akash Kumar 001 (IEEE Access, 2024)

Leveraging Temporal Patterns: Automated Augmentation to Create Temporal Early Exit Networks for Efficient Edge AI. - Max Sponner; Lorenzo Servadei; Bernd Waschneck; Robert Wille; Akash Kumar 001 (IEEE Access, 2024)

Temporal Decisions: Leveraging Temporal Correlation for Efficient Decisions in Early Exit Neural Networks. - Max Sponner; Lorenzo Servadei; Bernd Waschneck; Robert Wille; Akash Kumar 001 (CoRR, 2024)

QoS-Nets: Adaptive Approximate Neural Network Inference. - Elias Trommer; Bernd Waschneck; Akash Kumar 001 (CoRR, 2024)

Thwarting GNN-Based Attacks Against Logic Locking. - Armin Darjani; Nima Kavand; Shubham Rai; Akash Kumar 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Introduction to the FPL 2021 Special Section. - Diana Göhringer; Georgios Keramidas; Akash Kumar 001 (ACM Trans. Reconfigurable Technol. Syst., 2024)

AxOCS: Scaling FPGA-Based Approximate Operators Using Configuration Supersampling. - Siva Satyendra Sahoo; Salim Ullah; Soumyo Bhattacharjee; Akash Kumar 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming. - Siva Satyendra Sahoo; Salim Ullah; Akash Kumar 001 (ACM Trans. Reconfigurable Technol. Syst., 2024)

Adapting Neural Networks at Runtime: Current Trends in At-Runtime Optimizations for Deep Learning. - Max Sponner; Bernd Waschneck; Akash Kumar 001 (ACM Comput. Surv., 2024)

GREEN: An Approximate SIMD/MIMD CGRA for Energy-Efficient Processing at the Edge. - Zahra Ebrahimi; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

AxOSpike: Spiking Neural Networks-Driven Approximate Operator Design. - Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

MONO: Enhancing Bit-Flip Resilience With Bit Homogeneity for Neural Networks. - Maryam Eslami; Yuhao Liu; Salim Ullah; Mostafa E. Salehi; Reshad Hosseini; Seyed Ahmad Mirsalari; Akash Kumar 001 (IEEE Embed. Syst. Lett., 2024)

Smaller Together: Groupwise Encoding of Sparse Neural Networks. - Elias Trommer; Bernd Waschneck; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

BiKA: Binarized KAN-inspired Neural Network for Efficient Hardware Accelerator Designs. - Yuhao Liu; Salim Ullah; Akash Kumar 001 (FCCM, 2025)

Flip-Break: Breaking Flip-flop-based Logic Locking in Sequential Circuits. - Armin Darjani; Nima Kavand; Akash Kumar 001 (ACM Great Lakes Symposium on VLSI, 2025)

Bitwise Systolic Array Architecture for Runtime-Reconfigurable Multi-Precision Quantized Multiplication on Hardware Accelerators. - Yuhao Liu; Salim Ullah; Akash Kumar 001 (ISQED, 2025)

Flip-UnLock: An Anomaly Detection Attack on Flip-Flop-Based Logic Locking. - Armin Darjani; Nima Kavand; Akash Kumar 001 (ISVLSI, 2025)

RAT: RFET-based Analog Hardware Trojan. - Nima Kavand; Armin Darjani; Tushar Niranjan; Akash Kumar 001 (ISVLSI, 2025)

Retrospective: A CORDIC Based Configurable Activation Function for NN Applications. - Omkar Kokane; Gopal Raut; Salim Ullah; Mukul Lokhande; Adam Teman; Akash Kumar 001; Santosh Kumar Vishvakarma (ISVLSI, 2025)

Verilog-A Look-Up Table Model of a TIG-RFET Compatible with 22 nm FDSOI Design Rules Satisfying Gummel Symmetry. - Juan P. Martinez; Niladri Bhattacharjee; Yuxuan He; Giulio Galderisi; Nima Kavand; Akash Kumar 001; Thomas Mikolajick; Jens Trommer (MOCAST, 2025)

Approximate Arithmetic Circuits Enabling Energy-Efficient Edge Computing. - Salim Ullah; Siva Satyendra Sahoo; Akash Kumar 001 (MOCAST, 2025)

X-DINC: Toward Cross-Layer ApproXimation for theDistributed and In-Network ACceleration of Multi-Kernel Applications. - Zahra Ebrahimi; Maryam Eslami; Xun Xiao; Akash Kumar 001 (Future Gener. Comput. Syst., 2025)

A bit-level loosely coupled computing-in-memory macro with early termination. - Junchuan Gu; Yang Chen; Wenwei Wang; Akash Kumar 001; Salim Ullah; Kejie Huang; Haibin Shen (Microelectron. J., 2025)

Analytical Uncertainty Propagation in Neural Networks. - Paul Jungmann; Julia Poray; Akash Kumar 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

GNN-MiCS: Graph Neural-Network-Based Bounding Time in Embedded Mixed-Criticality Systems. - Behnaz Ranjbar; Paul Justen; Akash Kumar 001 (IEEE Embed. Syst. Lett., 2025)

Fast Retraining of Approximate CNNs for High Accuracy. - Elias Trommer; Bernd Waschneck; Akash Kumar 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

MixA-Q: Revisiting Activation Sparsity for Vision Transformers from a Mixed-Precision Quantization Perspective. - Weitian Wang; Shubham Rai; Cecilia De la Parra; Akash Kumar 001 (CoRR, 2025)

AxOSyn: An Open-source Framework for Synthesizing Novel Approximate Arithmetic Operators. - Siva Satyendra Sahoo; Salim Ullah; Akash Kumar 001 (CoRR, 2025)