Design of Fast Self-Testing Checkers for a Class of Berger Codes
IEEE Transactions on Computers
An introduction to signal detection and estimation (2nd ed.)
An introduction to signal detection and estimation (2nd ed.)
Soft digital signal processing
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - System Level Design
Fault-Tolerant Design Strategies for High Reliability and Safety
IEEE Transactions on Computers
Parameter variations and impact on circuits and microarchitecture
Proceedings of the 40th annual Design Automation Conference
Razor: A Low-Power Pipeline Based on Circuit-Level Timing Speculation
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
Reliable low-power digital signal processing via reduced precision redundancy
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Designing logic circuits for probabilistic computation in the presence of noise
Proceedings of the 42nd annual Design Automation Conference
The synthesis of robust polynomial arithmetic with stochastic logic
Proceedings of the 45th annual Design Automation Conference
Signal propagation, with application to a lower bound on the depth of noisy formulas
SFCS '93 Proceedings of the 1993 IEEE 34th Annual Foundations of Computer Science
IEEE Design & Test
Error-resilient motion estimation architecture
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Error-resilient low-power Viterbi decoder architectures
IEEE Transactions on Signal Processing
Soft NMR: exploiting statistics for energy-efficiency
SOC'09 Proceedings of the 11th international conference on System-on-chip
Digital Integrated Circuits
Recovery-driven design: a power minimization methodology for error-tolerant processor modules
Proceedings of the 47th Design Automation Conference
ERSA: error resilient system architecture for probabilistic applications
Proceedings of the Conference on Design, Automation and Test in Europe
Low-power filtering via adaptive error-cancellation
IEEE Transactions on Signal Processing
Recovery-driven design: a power minimization methodology for error-tolerant processor modules
Proceedings of the 47th Design Automation Conference
Low power logic for statistical inference
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
What is stochastic computation?
ACM SIGDA Newsletter
MICRO '43 Proceedings of the 2010 43rd Annual IEEE/ACM International Symposium on Microarchitecture
Dynamic effort scaling: managing the quality-efficiency tradeoff
Proceedings of the 48th Design Automation Conference
Stochastic computing: embracing errors in architectureand design of processors and applications
CASES '11 Proceedings of the 14th international conference on Compilers, architectures and synthesis for embedded systems
Design and architectures for dependable embedded systems
CODES+ISSS '11 Proceedings of the seventh IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis
Review: New redundant logic design concept for high noise and low voltage scenarios
Microelectronics Journal
MACACO: modeling and analysis of circuits for approximate computing
Proceedings of the International Conference on Computer-Aided Design
Encore: low-cost, fine-grained transient fault recovery
Proceedings of the 44th Annual IEEE/ACM International Symposium on Microarchitecture
A case study on error resilient architectures for wireless communication
ARCS'12 Proceedings of the 25th international conference on Architecture of Computing Systems
On software design for stochastic processors
Proceedings of the 49th Annual Design Automation Conference
Managing the Quality vs. Efficiency Trade-off Using Dynamic Effort Scaling
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing
Survey of Stochastic Computing
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on Probabilistic Embedded Computing
Reliable on-chip systems in the nano-era: lessons learnt and future trends
Proceedings of the 50th Annual Design Automation Conference
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Stochastic computation, as presented in this paper, exploits the statistical nature of application-level performance metrics, and matches it to the statistical attributes of the underlying device and circuit fabrics. Nanoscale circuit fabrics are viewed as noisy communication channels/networks. Communications-inspired design techniques based on estimation and detection theory are proposed. Stochastic computation advocates an explicit characterization and exploitation of error statistics at the architectural and system levels. This paper traces the roots of stochastic computing from the Von Neumann era into its current form. Design and CAD challenges are described.