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Approximate Computing: A Survey

https://doi.org/10.1109/mdat.2015.2505723

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-16612-9_11openalex-snapshot

Statistical Model Checking: An Overview

inferredcites →https://doi.org/10.1007/978-3-642-19718-5_5openalex-snapshot

Measure Transformer Semantics for Bayesian Machine Learning

inferredcites →https://doi.org/10.1007/s10009-004-0140-2openalex-snapshot

Probabilistic symbolic model checking with PRISM: a hybrid approach

inferredcites →https://doi.org/10.1016/0022-0000(81)90036-2openalex-snapshot

Semantics of probabilistic programs

inferredcites →https://doi.org/10.1016/j.peva.2010.04.001openalex-snapshot

The ins and outs of the probabilistic model checker MRMC

inferredcites →https://doi.org/10.1109/date.2010.5456913openalex-snapshot

Approximate logic synthesis for error tolerant applications

inferredcites →https://doi.org/10.1109/date.2011.5763154openalex-snapshot

Design of voltage-scalable meta-functions for approximate computing

inferredcites →https://doi.org/10.1109/date.2011.5763158openalex-snapshot

Scratchpad memory optimizations for digital signal processing applications

inferredcites →https://doi.org/10.1109/ets.2013.6569370openalex-snapshot

Approximate computing: An emerging paradigm for energy-efficient design

inferredcites →https://doi.org/10.1109/hpca.2014.6835966openalex-snapshot

Precision-aware soft error protection for GPUs

inferredcites →https://doi.org/10.1109/hpca.2014.6835977openalex-snapshot

Accordion: Toward soft Near-Threshold Voltage Computing

inferredcites →https://doi.org/10.1109/iccad.2013.6691096openalex-snapshot

On reconfiguration-oriented approximate adder design and its application

inferredcites →https://doi.org/10.1109/iccad.2013.6691108openalex-snapshot

An energy efficient approximate adder with carry skip for error resilient neuromorphic VLSI systems

inferredcites →https://doi.org/10.1109/iccad.2013.6691202openalex-snapshot

Approximate logic synthesis under general error magnitude and frequency constraints

inferredcites →https://doi.org/10.1109/isca.2014.6853213openalex-snapshot

General-purpose code acceleration with limited-precision analog computation

inferredcites →https://doi.org/10.1109/islped.2011.5993675openalex-snapshot

IMPACT: IMPrecise adders for low-power approximate computing

inferredcites →https://doi.org/10.1109/jproc.2008.917729openalex-snapshot

Convergence of Recognition, Mining, and Synthesis Workloads and Its Implications

inferredcites →https://doi.org/10.1109/micro.2012.48openalex-snapshot

Neural Acceleration for General-Purpose Approximate Programs

inferredcites →https://doi.org/10.1109/tc.2005.119openalex-snapshot

Fuzzy Memoization for Floating-Point Multimedia Applications

inferredcites →https://doi.org/10.1109/tcad.2015.2445741openalex-snapshot

RRAM-Based Analog Approximate Computing

inferredcites →https://doi.org/10.1109/vlsid.2011.51openalex-snapshot

Trading Accuracy for Power with an Underdesigned Multiplier Architecture

inferredcites →https://doi.org/10.1145/1183401.1183447openalex-snapshot

Probabilistic accuracy bounds for fault-tolerant computations that discard tasks

inferredcites →https://doi.org/10.1145/1322263.1322279openalex-snapshot

Eon

inferredcites →https://doi.org/10.1145/1806596.1806620openalex-snapshot

Green

inferredcites →https://doi.org/10.1145/1806799.1806808openalex-snapshot

Quality of service profiling

inferredcites →https://doi.org/10.1145/1950365.1950391openalex-snapshot

Flikker

inferredcites →https://doi.org/10.1145/1993316.1993518openalex-snapshot

EnerJ

inferredcites →https://doi.org/10.1145/1993498.1993518openalex-snapshot

EnerJ

inferredcites →https://doi.org/10.1145/2025113.2025131openalex-snapshot

Proving programs robust

inferredcites →https://doi.org/10.1145/2150976.2151008openalex-snapshot

Architecture support for disciplined approximate programming

inferredcites →https://doi.org/10.1145/2228360.2228504openalex-snapshot

SALSA

inferredcites →https://doi.org/10.1145/2370816.2370864openalex-snapshot

Lossless and lossy memory I/O link compression for improving performance of GPGPU workloads

inferredcites →https://doi.org/10.1145/2463209.2488873openalex-snapshot

Analysis and characterization of inherent application resilience for approximate computing

inferredcites →https://doi.org/10.1145/2509136.2509546openalex-snapshot

Verifying quantitative reliability for programs that execute on unreliable hardware

inferredcites →https://doi.org/10.1145/2540708.2540710openalex-snapshot

Quality programmable vector processors for approximate computing

inferredcites →https://doi.org/10.1145/2540708.2540711openalex-snapshot

SAGE

inferredcites →https://doi.org/10.1145/2540708.2540712openalex-snapshot

Approximate storage in solid-state memories

inferredcites →https://doi.org/10.1145/2541940.2541948openalex-snapshot

Paraprox

inferredcites →https://doi.org/10.1145/2593069.2593092openalex-snapshot

ApproxIt

inferredcites →https://doi.org/10.1145/2593882.2593900openalex-snapshot

Probabilistic programming

inferredcites →https://doi.org/10.1145/2594291.2594294openalex-snapshot

Expressing and verifying probabilistic assertions

inferredcites →https://doi.org/10.1145/2594291.2594302openalex-snapshot

Stochastic optimization of floating-point programs with tunable precision

inferredcites →https://doi.org/10.1145/2678373.2665746openalex-snapshot

General-purpose code acceleration with limited-precision analog computation

inferredcites →https://doi.org/10.1145/2694344.2694365openalex-snapshot

Monitoring and Debugging the Quality of Results in Approximate Programs

inferredcites →https://doi.org/10.1145/2714064.2660231openalex-snapshot

Chisel: Reliability- and Accuracy-Aware Optimization of Approximate Computational Kernels

inferredcites →https://doi.org/10.1145/2742060.2743759openalex-snapshot

ApproxMA

inferredcites →https://doi.org/10.1145/2742060.2743760openalex-snapshot

A Comparative Review and Evaluation of Approximate Adders

inferredcites →https://doi.org/10.1145/2744769.2744863openalex-snapshot

Joint precision optimization and high level synthesis for approximate computing

inferredcites →https://doi.org/10.1145/2749469.2750371openalex-snapshot

Rumba

inferredcites →https://doi.org/10.1145/2958738openalex-snapshot

Verifying quantitative reliability for programs that execute on unreliable hardware

inferredcites →https://doi.org/10.1145/996566.996588openalex-snapshot

Design and reliability challenges in nanometer technologies

inferredcites →https://doi.org/10.48550/arxiv.1005.1327openalex-snapshot

Statistical Model Checking : An Overview

inferredcites →https://doi.org/10.48550/arxiv.1206.3255openalex-snapshot

Church: a language for generative models

inferredcites →https://doi.org/10.5555/1870926.1871159openalex-snapshot

Approximate logic synthesis for error tolerant applications

inferredcites →https://doi.org/10.5555/2016802.2016898openalex-snapshot

IMPACT: imprecise adders for low-power approximate computing

inferredcites →https://doi.org/10.5555/2561828.2561838openalex-snapshot

On reconfiguration-oriented approximate adder design and its application

inferredcites →https://doi.org/10.5555/2561828.2561854openalex-snapshot

An energy efficient approximate adder with carry skip for error resilient neuromorphic VLSI systems

inferredcites →https://doi.org/10.5555/2561828.2561978openalex-snapshot

Approximate logic synthesis under general error magnitude and frequency constraints

inferredcites →https://doi.org/10.5555/2616606.2616722openalex-snapshot

A low-power, high-performance approximate multiplier with configurable partial error recovery

inferredcites →https://doi.org/10.5555/2616606.2617119openalex-snapshot

ASLAN: synthesis of approximate sequential circuits

inferredcites →https://doi.org/10.5555/2755753.2755938openalex-snapshot

Axilog: language support for approximate hardware design

inferredcites →https://doi.org/10.7873/date.2014.108openalex-snapshot

A low-power, high-performance approximate multiplier with configurable partial error recovery

inferredcites →https://doi.org/10.7873/date.2014.374openalex-snapshot

ABACUS: A technique for automated behavioral synthesis of approximate computing circuits

inferredcites →https://doi.org/10.7873/date.2014.377openalex-snapshot

ASLAN: Synthesis of approximate sequential circuits

inferredcites →https://doi.org/10.7873/date.2015.0513openalex-snapshot

Axilog: Language Support for Approximate Hardware Design

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Cross-Resiliency Analysis of Neural Networks Implementations Against Adversarial Attacks

inferred← citeshttps://doi.org/10.1002/9783527800728.ch14openalex-snapshot

Logic Synthesis of CMOS Circuits and Beyond

inferred← citeshttps://doi.org/10.1002/cpe.6865openalex-snapshot

Evaluation and characterization of approximate arithmetic circuits

inferred← citeshttps://doi.org/10.1002/cpe.70584openalex-snapshot

Multithread Approximation: An OpenMP Constructor

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Low power and area efficient error tolerant adder for image processing application

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Design of low power approximate floating‐point adders

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An error efficient and low complexity approximate multi‐bit adder for image processing applications

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Design and evaluation of ultra‐fast 8‐bit approximate multipliers using novel multicolumn inexact compressors

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Blended Cognition: The Robotic Challenge

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Sound Probabilistic Numerical Error Analysis

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Approximate Computing: Towards Ultra-Low-Power Systems Design

inferred← citeshttps://doi.org/10.1007/978-3-030-37277-4_18openalex-snapshot

Variable-Rounded LMS Filter for Low-Power Applications

inferred← citeshttps://doi.org/10.1007/978-3-030-94705-7_12openalex-snapshot

Design, Verification, Test, and In-Field Implications of Approximate Digital Integrated Circuits

inferred← citeshttps://doi.org/10.1007/978-3-030-94705-7_7openalex-snapshot

Accuracy-Aware Compilers

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Security Vulnerabilities and Countermeasures for Approximate Circuits

inferred← citeshttps://doi.org/10.1007/978-3-030-98347-5_2openalex-snapshot

An Automated Logic-Level Framework for Approximate Modular Arithmetic Circuits

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An Introduction to the Approximate Computing Paradigm

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Photonic NoCs for Energy-Efficient Data-Centric Computing

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Stochastic and Approximate Computing for Deep Learning: A Survey

inferred← citeshttps://doi.org/10.1007/978-3-031-42478-6_15openalex-snapshot

Automatic Approximation of Computer Systems Through Multi-objective Optimization

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A Survey on Approximate Hardware Accelerator for Error-Tolerant Applications

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Error Resiliency and Adversarial Robustness in Convolutional Neural Networks: An Empirical Analysis

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Quality-Aware Energy-Efficient Scheduling of Moldable-Parallel Streaming Computations on Heterogeneous Multicore CPUs with DVFS

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Improving the Energy Efficiency by Exceeding the Conservative Operating Limits

inferred← citeshttps://doi.org/10.1007/978-3-319-98935-8_3openalex-snapshot

Approximate Computing and Its Application to Hardware Security

inferred← citeshttps://doi.org/10.1007/978-3-319-98965-5_1openalex-snapshot

Introduction

inferred← citeshttps://doi.org/10.1007/978-3-319-98965-5_7openalex-snapshot

ProACt: Hardware Architecture for Cross-Layer Approximate Computing

inferred← citeshttps://doi.org/10.1007/978-3-319-99223-5_4openalex-snapshot

Circuit Techniques for Approximate Computing

inferred← citeshttps://doi.org/10.1007/978-3-319-99322-5_1openalex-snapshot

Configurable Models and Design Space Exploration for Low-Latency Approximate Adders

inferred← citeshttps://doi.org/10.1007/978-3-319-99322-5_22openalex-snapshot

Compilation and Other Software Techniques Enabling Approximate Computing

inferred← citeshttps://doi.org/10.1007/978-3-319-99322-5_5openalex-snapshot

Probabilistic Error Analysis of Approximate Adders and Multipliers

inferred← citeshttps://doi.org/10.1007/978-981-15-6401-7_27-1openalex-snapshot

Approximate Computing Architectures

inferred← citeshttps://doi.org/10.1007/978-981-15-7031-5_61openalex-snapshot

Fault Classification Based Approximate Testing of Digital VLSI Circuit

inferred← citeshttps://doi.org/10.1007/978-981-97-9314-3_27openalex-snapshot

Approximate Computing Architectures

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Efficient ASIC Implementation of Artificial Neural Network with Posit Representation of Floating-Point Numbers

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A Novel ASIC-Based Variable Latency Speculative Parallel Prefix Adder for Image Processing Application

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Efficient ATFA design based on CNTFET technology for error–tolerant applications

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Performance Analysis of Low Power Inexact Recursive Multipliers for Image Processing Applications

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Efficient and High Accuracy Approximate Multiplier Design Approach for AI Application

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Design and Analysis of a High-Speed Approximate Restoring Array Based Log Divider (ARLD)

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ASIC Design and Implementation of Fast 2D Gaussian Filter Chip Using Approximate Computing

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Spatio-temporal allocation of multi-robot teams to points of interest under accuracy–makespan trade-offs

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Advancing synthesis of decision tree-based multiple classifier systems: an approximate computing case study

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Data clustering for efficient approximate computing

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Modeling the effects of power efficient approximate multipliers in radio astronomy correlators

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A novel three-input approximate XOR gate design based on quantum-dot cellular automata

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High Speed Error Tolerant Adder for Multimedia Applications

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Test and Reliability in Approximate Computing

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Assessing the Reliability of Successive Approximate Computing Algorithms under Fault Injection

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Area-efficient low-power image watermarking architecture using faithful approximation and reversible logic

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Tunable approximations to control time-to-solution in an HPC molecular docking Mini-App

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Energy consumption model in multicore architectures with variable frequency

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Real-time approximate and combined 2D convolvers for FPGA-based image processing

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Iterative construction of energy and quality-efficient approximate multipliers utilizing lower bit-length counterparts

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Balancing precision and efficiency: an approximate multiplier with built-in error compensation for error-resilient applications

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Improve accuracy in CNNs while using approximate computing methods

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A Survey of Approximate Computing: From Arithmetic Units Design to High-Level Applications

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Efficient Design of Modified Wallace Tree Approximate Multipliers Based on Imprecise Compressors for Error-Tolerance Applications

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Energy-Efficient Gaussian Filter Design Using Novel Low-Complexity Accuracy Reconfigurable Reverse Carry Adder

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Probability gate model based methods for approximate arithmetic circuits reliability estimation

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Memristor augmented approximate adders and subtractors for image processing applications: An approach

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Probability-driven approximate multipliers with error-distance balancing for multimedia and ML applications

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Hybrid Ripple Carry Adders with gate-level optimizations for energy-efficient approximate computing: A conceptual framework for pixel-level image inversion

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Adaptive verifiability-driven strategy for evolutionary approximation of arithmetic circuits

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A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges

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Approximate computing in B5G and 6G wireless systems: A survey and future outlook

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Design methodology for highly accurate approximate multipliers for error resilient applications

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ADeLe: A description language for approximate hardware

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Configurable DSI partitioned approximate multiplier

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IoT technologies for Augmented Human: A survey

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Role of artificial intelligence in health monitoring using IoT based wearable sensors: A survey

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A hardware/software co-design methodology for in-memory processors

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Proposed approximate hybrid memory architecture for handheld multimedia devices

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Power and area-efficient design of VCMA-MRAM based full-adder using approximate computing for IoT applications

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Self-compensating accelerators for efficient approximate computing

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Designing energy-efficient imprecise adders with multi-bit approximation

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IDrAx: A tool-chain for designing efficient approximate adders

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Logarithm-approximate floating-point multiplier

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ES-COINA: A novel energy scalable quality-aware color interpolation architecture

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A power constrained approximate multiplier with a high level of configurability

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A novel approximate high efficiency video coding DCT hardware

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A no-reference error-tolerability test technique for videos via edge and extreme-value checking and its hardware implementation

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Approximate TMR based on successive approximation and loop perforation in microprocessors

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Clocked and event-driven redundant adjustable precision computing

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Arbitrary Reduced Precision for Fine-grained Accuracy and Energy Trade-offs

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Hybrid approximate-accurate neural network using vertical NAND flash memory

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Performance and accuracy predictions of approximation methods for shortest-path algorithms on GPUs

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Enabling interactive mobile simulations through distributed reduced models

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Accelerating error-tolerant applications with approximate function reuse

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SmartApprox: Learning-based configuration of approximate memories for energy-efficient execution

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Image processing with high-speed and low-energy approximate arithmetic circuit

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Cost-effective fixed-point hardware support for RISC-V embedded systems

inferred← citeshttps://doi.org/10.1016/j.sysarc.2024.103112openalex-snapshot

FPGA approximate logic synthesis through catalog-based AIG-rewriting technique

inferred← citeshttps://doi.org/10.1016/j.sysarc.2024.103114openalex-snapshot

Adaptive approximate computing in edge AI and IoT applications: A review

inferred← citeshttps://doi.org/10.1016/j.vlsi.2017.09.003openalex-snapshot

A high-accuracy approximate adder with correct sign calculation

inferred← citeshttps://doi.org/10.1016/j.vlsi.2019.05.008openalex-snapshot

Failure probability analysis and critical node determination for approximate circuits

inferred← citeshttps://doi.org/10.1016/j.vlsi.2022.10.015openalex-snapshot

BEAD: Bounded error approximate adder with carry and sum speculations

inferred← citeshttps://doi.org/10.1016/j.vlsi.2023.02.002openalex-snapshot

Design of high-efficiency complex multiplier for fault-tolerant computation

inferred← citeshttps://doi.org/10.1016/j.vlsi.2023.02.007openalex-snapshot

Approximate squaring circuits exploiting recursive architectures

inferred← citeshttps://doi.org/10.1016/j.vlsi.2023.102096openalex-snapshot

Inexact radix-4 Booth multipliers based on new partial product generation scheme for image multiplication

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An Adaptive Congestion-aware Approximate Communication (ACAC) scheme and implementation for Network-on-Chip systems

inferred← citeshttps://doi.org/10.1049/cp.2017.0361openalex-snapshot

Learning to approximate computing at run-time

inferred← citeshttps://doi.org/10.1049/ell2.12243openalex-snapshot

Dual segmentation approximate multiplier

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Role of circuit representation in evolutionary design of energy‐efficient approximate circuits

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Information hiding using approximate POSIT representation

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A review of data representation formats for intelligent computing with emphasis on POSITs

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FPGA implementation for processing neural signals acquired from MEAs using approximate computing

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Low-power and high-speed approximate 4:2 compressors for image multiplication applications in CNFETs

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High-performance and low-energy approximate full adder design for error-resilient image processing

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More-than-moore steep slope devices for higher frequency switching applications: a designer’s perspective

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Design and performance investigation of tunnel-FET based energy efficient approximate and accurate adders targeted towards low power IoT nodes

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Supercontinuum neural network and analog computing evaluation

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Probability Distribution of the Write-Error Rate of Voltage-Controlled Magnetoresistive Random-Access Memories

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Low-power and low-energy CNFET-based approximate full adder cell for image processing applications

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Computing and Communications for the Software-Defined Metamaterial Paradigm: A Context Analysis

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Mobile Augmented Reality Survey: From Where We Are to Where We Go

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SquASH: Approximate Square-Accumulate With Self-Healing

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MACISH: Designing Approximate MAC Accelerators With Internal-Self-Healing

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Automated Synthesis of Energy-Efficient Reconfigurable-Precision Circuits

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Formal Methods for Exact Analysis of Approximate Circuits

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xUAVs: Towards Efficient Approximate Computing for UAVs—Low Power Approximate Adders With Single LUT Delay for FPGA-Based Aerial Imaging Optimization

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Towards Energy Efficiency in the Internet of Wearable Things: A Systematic Review

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CNN Inference Using a Preprocessing Precision Controller and Approximate Multipliers With Various Precisions

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A Novel Approximate Adder Design Using Error Reduced Carry Prediction and Constant Truncation

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High-Level Synthesis Hardware Design for FPGA-Based Accelerators: Models, Methodologies, and Frameworks

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Performance Improvement of Processor Through Configurable Approximate Arithmetic Units in Multicore Systems

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Approximate Full-Adders: A Comprehensive Analysis

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Approximate Computing: Concepts, Architectures, Challenges, Applications, and Future Directions

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High-Level Synthesis for FPGAs—A Hardware Engineer’s Perspective

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Analytical Error Evaluation and Hardware Implementation of Approximate Negation Circuits

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Balancing Accuracy and Resources in FPGA Approximate HLS: Model-Free Versus Model-Based Approaches

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Accurate and Energy-Efficient Approximate Dadda Multiplier for Resource-Constrained Environments

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Design of Quality-Configurable Approximate Multipliers Suitable for Dynamic Environment

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A Karnaugh Map Approximate Adder With Intrinsic Error Compensation

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A Low-Power Approximate Multiplier with Sign-Focus Compressor and Error Compensation

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Combining Restoring Array and Logarithmic Dividers into an Approximate Hybrid Design

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Approximate Floating-Point Operations with Integer Units by Processing in the Logarithmic Domain

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Error Analysis of the Square Root Operation for the Purpose of Precision Tuning: A Case Study on K-means

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Anytime Floating-Point Addition and Multiplication-Concepts and Implementations

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Energy efficient SVM classifier using approximate computing

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Area Optimization Using DC Cover Based Approximate Computing Technique

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Security Threats and Countermeasures for Approximate Arithmetic Computing

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Exploiting Feature-driven Approximation to Preserve Privacy in Machine Learning based Health Monitoring Systems

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Efficient floating point precision tuning for approximate computing

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A novel data format for approximate arithmetic computing

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Approximation-aware testing for approximate circuits

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Usable Circuits with Imperfect Scan Logic

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Towards Quality-Driven Approximate Software Generation for Accurate Hardware: Work-in-Progress

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Work in Progress: ACAC: An Adaptive Congestion-aware Approximate Communication Mechanism for Network-on-Chip Systems

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Configurable High-Level Synthesis Approximate Arithmetic Units for Deep Learning Accelerators

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Survey of Shared Register File design for Unified Shader Array in GPUs

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RewardProfiler: A Reward Based Design Space Profiler on DVFS Enabled MPSoCs

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Ineffectiveness of Digital Transformations for Detecting Adversarial Attacks Against Quantized and Approximate CNNs

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Runtime Configurable Approximate Computing System for Simulated Annealing Algorithm

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Employing Classification-based Algorithms for General-Purpose Approximate Computing

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AccALS: Accelerating Approximate Logic Synthesis by Selection of Multiple Local Approximate Changes

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ADVISOR: Approximate Computing-frienDly High-LeVel Synthesis DesIgn Space ExplORer

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Probability-Based DSE of Approximated LUT-Based FPGA Designs

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ARFT: An Approximative Redundant Technique for Fault Tolerance

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Towards approximation during test of Integrated Circuits

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Relaxed equivalence checking: a new challenge in logic synthesis

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On the Comparison of Different ATPG Approaches for Approximate Integrated Circuits

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AdequateDL: Approximating Deep Learning Accelerators

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Synthesis of approximate circuits for LUT-based FPGAs

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Automatic generation of input-aware approximate arithmetic circuits

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8-Bit Approximate Multiplier using Approximate Full Adder

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Investigation of Mean-Error Metrics for Testing Approximate Integrated Circuits

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Rebooting Computing: The Challenges for Test and Reliability

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Toward the hardening of real-time operating systems

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Unum: Adaptive Floating-Point Arithmetic

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Novel Approximate Absolute Difference Hardware

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Comparison of Approximate Circuits for H.264 and HEVC Motion Estimation

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Designing Energy-Efficient Approximate Circuits for the FPGA Technology

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Cross-Layer Approximations for System-Level Optimizations: Challenges and Opportunities

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A Parametrizable Template for Approximate Logic Synthesis

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Input-aware accuracy characterization for approximate circuits

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Multi-Metric SMT-Based Evaluation of Worst-Case-Error for Approximate Circuits

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Is aproximate computing suitable for selective hardening of arithmetic circuits?

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On-Line Adjustable Precision Computing

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FPU Bit-Width Optimization for Approximate Computing: A Non-Intrusive Approach

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Exploiting Approximate Computing for implementing Low Cost Fault Tolerance Mechanisms

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Analog Accelerated Model Reference Adaptive System-based Speed Estimation for Motor Control

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Probabilistic Error Reasoning on IoT Edge Devices

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How could compile-time program analysis help leveraging emerging NVM features?

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Efficient Approximate 4-2 Compressors and Error Compensation Strategies for Approximate Multipliers

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A Machine Learning based Approximate Computing Approach on Data Flow Graphs: Work-in-Progress

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QAMR: an Approximation-Based Fully Reliable TMR Alternative for Area Overhead Reduction

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Emerging Computing Devices: Challenges and Opportunities for Test and Reliability

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Secure Intermittent Computing with ARM TrustZone on the Cortex-M

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Enhanced Approximate Adder Design with Optimized Carry Prediction and Truncation Techniques

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Towards digital circuit approximation by exploiting fault simulation

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Edge-Supported Approximate Analysis for Long Running Computations

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DSP-Packing: Squeezing Low-precision Arithmetic into FPGA DSP Blocks

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End-to-End Evaluation of Approximate Multipliers for Energy-Efficient CNN Accelerator

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Design of Novel Approximate Multiplier Using Dual Stage 4:2 Compressers

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Power Efficient Approximate Multiplier Architecture for Image Processing Applications

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Low-Power Approximate Adder Architecture for Image Processing Applications

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Piecewise Approximation of Swish Activation Function in MobileNetV2 Classifier

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