Farhad Merchant

Orcid: 0000-0002-3708-5621

According to our database1, Farhad Merchant authored at least 66 papers between 2011 and 2024.

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Bibliography

2024
veriSIMPLER: An Automated Formal Verification Methodology for SIMPLER MAGIC Design Style Based In-Memory Computing.
IEEE Trans. Circuits Syst. I Regul. Pap., September, 2024

Resistive Memory for Computing and Security: Algorithms, Architectures, and Platforms.
CoRR, 2024

QTFlow: Quantitative Timing-Sensitive Information Flow for Security-Aware Hardware Design on RTL.
CoRR, 2024

Harnessing Entropy: RRAM Crossbar-based Unified PUF and RNG.
Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

Experimental Validation of Memristor-Aided Logic Using 1T1R TaOx RRAM Crossbar Array.
Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

In-Memory Mirroring: Cloning Without Reading.
Proceedings of the 32nd IFIP/IEEE International Conference on Very Large Scale Integration, 2024

Error Detection and Correction Codes for Safe In-Memory Computations.
Proceedings of the IEEE European Test Symposium, 2024

MemSPICE: Automated Simulation and Energy Estimation Framework for MAGIC-Based Logic-in-Memory.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?
ACM Trans. Reconfigurable Technol. Syst., December, 2023

Should We Even Optimize for Execution Energy? Rethinking Mapping for MAGIC Design Style.
IEEE Embed. Syst. Lett., December, 2023

CLARINET: A quire-enabled RISC-V-based framework for posit arithmetic empiricism.
J. Syst. Archit., February, 2023

SoftFlow: Automated HW-SW Confidentiality Verification for Embedded Processors.
Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

PR-PUF: A Reconfigurable Strong RRAM PUF.
Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Integrated Architecture for Neural Networks and Security Primitives using RRAM Crossbar.
Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Finite State Automata Design using 1T1R ReRAM Crossbar.
Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Gate Camouflaging Using Reconfigurable ISFET-Based Threshold Voltage Defined Logic.
Proceedings of the 21st IEEE Interregional NEWCAS Conference, 2023

Exploring Multi-Valued Logic and its Application in Emerging Post-CMOS Technologies.
Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

DeepAttack: A Deep Learning Based Oracle-less Attack on Logic Locking.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Hardware Security Primitives Using Passive RRAM Crossbar Array: Novel TRNG and PUF Designs.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022
Deceptive Logic Locking for Hardware Integrity Protection Against Machine Learning Attacks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Survey of Neuromorphic Computing-in-Memory: Architectures, Simulators, and Security.
IEEE Des. Test, 2022

PA-PUF: A Novel Priority Arbiter PUF.
Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

A Temperature Independent Readout Circuit for ISFET-Based Sensor Applications.
Proceedings of the 23rd IEEE Latin American Test Symposium, 2022

Security as an Important Ingredient in Neuromorphic Engineering.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Discrete Steps towards Approximate Computing.
Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

A Parallel SystemC Virtual Platform for Neuromorphic Architectures.
Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

pHGen: A pH-Based Key Generation Mechanism Using ISFETs.
Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2022

NeuroHammer: Inducing Bit-Flips in Memristive Crossbar Memories.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022


2021
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach.
ACM J. Emerg. Technol. Comput. Syst., 2021

ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems.
IEEE Access, 2021

ANDROMEDA: An FPGA Based RISC-V MPSoC Exploration Framework.
Proceedings of the 34th International Conference on VLSI Design and 20th International Conference on Embedded Systems, 2021

An Investigation on Inherent Robustness of Posit Data Representation.
Proceedings of the 34th International Conference on VLSI Design and 20th International Conference on Embedded Systems, 2021

Logic Locking at the Frontiers of Machine Learning: A Survey on Developments and Opportunities.
Proceedings of the 29th IFIP/IEEE International Conference on Very Large Scale Integration, 2021

Brightening the Optical Flow through Posit Arithmetic.
Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

QFlow: Quantitative Information Flow for Security-Aware Hardware Design in Verilog.
Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Vertical IP Protection of the Next-Generation Devices: Quo Vadis?
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021


2020
CLARINET: A RISC-V Based Framework for Posit Arithmetic Empiricism.
CoRR, 2020

Accelerating Deep Learning Inference in Constrained Embedded Devices Using Hardware Loops and a Dot Product Unit.
IEEE Access, 2020

A secure hardware-software solution based on RISC-V, logic locking and microkernel.
Proceedings of the SCOPES '20: 23rd International Workshop on Software and Compilers for Embedded Systems, 2020

Next Generation Arithmetic for Edge Computing.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Scaling Logic Locking Schemes to Multi-module Hardware Designs.
Proceedings of the Architecture of Computing Systems - ARCS 2020, 2020

2019
Applying Modified Householder Transform to Kalman Filter.
Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 2019

A Systematic Approach for Acceleration of Matrix-Vector Operations in CGRA through Algorithm-Architecture Co-Design.
Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 2019

A Critical Evaluation of the Paradigm Shift in the Design of Logic Encryption Algorithms.
Proceedings of the International Symposium on VLSI Design, Automation and Test, 2019

Protecting the Integrity of Processor Cores with Logic Encryption.
Proceedings of the 32nd IEEE International System-on-Chip Conference, 2019

Control-Lock: Securing Processor Cores Against Software-Controlled Hardware Trojans.
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Inter-Lock: Logic Encryption for Processor Cores Beyond Module Boundaries.
Proceedings of the 24th IEEE European Test Symposium, 2019

2018
Efficient Realization of Householder Transform Through Algorithm-Architecture Co-Design for Acceleration of QR Factorization.
IEEE Trans. Parallel Distributed Syst., 2018

Efficient Realization of Givens Rotation through Algorithm-Architecture Co-design for Acceleration of QR Factorization.
CoRR, 2018

Parameterized Posit Arithmetic Hardware Generator.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Achieving Efficient Realization of Kalman Filter on CGRA Through Algorithm-Architecture Co-design.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2018

2017
Accelerating BLAS and LAPACK via Efficient Floating Point Architecture Design.
Parallel Process. Lett., 2017

2016
Accelerating BLAS on Custom Architecture through Algorithm-Architecture Co-design.
CoRR, 2016

Achieving Efficient QR Factorization by Algorithm-Architecture Co-design of Householder Transformation.
Proceedings of the 29th International Conference on VLSI Design and 15th International Conference on Embedded Systems, 2016

Efficient Realization of Table Look-Up Based Double Precision Floating Point Arithmetic.
Proceedings of the 29th International Conference on VLSI Design and 15th International Conference on Embedded Systems, 2016

Enabling in-memory computation of binary BLAS using ReRAM crossbar arrays.
Proceedings of the 2016 IFIP/IEEE International Conference on Very Large Scale Integration, 2016

2015
Micro-architectural Enhancements in Distributed Memory CGRAs for LU and QR Factorizations.
Proceedings of the 28th International Conference on VLSI Design, 2015

2014
A framework for post-silicon realization of arbitrary instruction extensions on reconfigurable data-paths.
J. Syst. Archit., 2014

Efficient QR Decomposition Using Low Complexity Column-wise Givens Rotation (CGR).
Proceedings of the 2014 27th International Conference on VLSI Design, 2014

Scalable and energy-efficient reconfigurable accelerator for column-wise givens rotation.
Proceedings of the 22nd International Conference on Very Large Scale Integration, 2014

Co-exploration of NLA kernels and specification of Compute Elements in distributed memory CGRAs.
Proceedings of the XIVth International Conference on Embedded Computer Systems: Architectures, 2014

Efficient and scalable CGRA-based implementation of Column-wise Givens Rotation.
Proceedings of the IEEE 25th International Conference on Application-Specific Systems, 2014

2011
A Fully Pipelined Modular Multiple Precision Floating Point Multiplier with Vector Support.
Proceedings of the International Symposium on Electronic System Design, 2011


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