Exploiting Errors for Efficiency

Warp: A Hardware Platform for Efficient Multimodal Sensing With Adaptive Approximation

(2020) Phillip Stanley-Marbell et al.   IEEE MICRO

Performing Stochastic Computation Deterministically

(2019) M. Hassan Najafi et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Discrete Choice in the Presence of Numerical Uncertainties

(2018) Debasmita Lohar et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Perceived-Color Approximation Transforms for Programs that Draw

(2018) Phillip Stanley-Marbell et al.   IEEE MICRO

Temporal Approximate Function Memoization

(2018) Georgios Tziantzioulis et al.   IEEE MICRO

Approximating Beyond the Processor: Exploring Full-System Energy-Accuracy Tradeoffs in a Smart Camera System

(2018) Arnab Raha et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

The Promise and Challenge of Stochastic Computing

(2017) Armin Alaghi et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Quality Configurable Approximate DRAM

(2017) Arnab Raha et al.   IEEE TRANSACTIONS ON COMPUTERS

Design and Applications of Approximate Circuits by Gate-Level Pruning

(2017) Jeremy Schlachter et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Verifying Relative Safety, Accuracy, and Termination for Program Approximations

(2017) Shaobo He et al.   JOURNAL OF AUTOMATED REASONING

A Survey of Techniques for Approximate Computing

(2016) Sparsh Mittal   ACM COMPUTING SURVEYS

Proactive Control of Approximate Programs

(2016) Xin Sui et al.   ACM SIGPLAN NOTICES

Approximate Computing: A Survey

(2016) Qiang Xu et al.   IEEE Design & Test

Automated High-Level Generation of Low-Power Approximate Computing Circuits

(2016) Kumud Nepal et al.   IEEE Transactions on Emerging Topics in Computing

ACOCO: Adaptive Coding for Approximate Computing on Faulty Memories

(2015) Chu-Hsiang Huang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Inexact computing using probabilistic circuits

(2014) Jaeyoon Kim et al.   ACM Journal on Emerging Technologies in Computing Systems

Performance Portability Across Heterogeneous SoCs Using a Generalized Library-Based Approach

(2014) Shuangde Fang et al.   ACM Transactions on Architecture and Code Optimization

A Native Stochastic Computing Architecture Enabled by Memristors

(2014) Phil Knag et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Limits on fundamental limits to computation

(2014) Igor L. Markov   NATURE

Noise-Enhanced Information Systems

(2014) Hao Chen et al.   PROCEEDINGS OF THE IEEE

Parallelizing Sequential Programs with Statistical Accuracy Tests

(2013) Sasa Misailovic et al.   ACM Transactions on Embedded Computing Systems

Survey of Stochastic Computing

(2013) Armin Alaghi et al.   ACM Transactions on Embedded Computing Systems

Circuit-Level Timing-Error Acceptance for Design of Energy-Efficient DCT/IDCT-Based Systems

(2013) Ku He et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Gallager B Decoder on Noisy Hardware

(2013) S. M. Sadegh Tabatabaei Yazdi et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Optimal Design of a Gallager B Noisy Decoder for Irregular LDPC Codes

(2012) S. M. Sadegh Tabatabaei Yazdi et al.   IEEE COMMUNICATIONS LETTERS

Low-Power Digital Signal Processing Using Approximate Adders

(2012) Vaibhav Gupta et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

A Priority-Based 6T/8T Hybrid SRAM Architecture for Aggressive Voltage Scaling in Video Applications

(2011) Ik Joon Chang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Performance of LDPC Codes Under Faulty Iterative Decoding

(2011) Lav R. Varshney   IEEE TRANSACTIONS ON INFORMATION THEORY

Bio-Inspired Imprecise Computational Blocks for Efficient VLSI Implementation of Soft-Computing Applications

(2010) H R Mahdiani et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

An Architecture for Fault-Tolerant Computation with Stochastic Logic

(2010) Weikang Qian et al.   IEEE TRANSACTIONS ON COMPUTERS

Low-Power Multimedia System Design by Aggressive Voltage Scaling

(2009) Fadi J. Kurdahi et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Design of Low-Power High-Speed Truncation-Error-Tolerant Adder and Its Application in Digital Signal Processing

(2009) Ning Zhu et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS