Approximate logic synthesis: A survey
Approximate computing is an emerging paradigm that, by relaxing the requirement for full
accuracy, offers benefits in terms of design area and power consumption. This paradigm is …
accuracy, offers benefits in terms of design area and power consumption. This paradigm is …
End-to-end multi-modal multi-task vehicle control for self-driving cars with visual perceptions
Convolutional Neural Networks (CNN) have been successfully applied to autonomous
driving tasks, many in an end-to-end manner. Previous end-to-end steering control methods …
driving tasks, many in an end-to-end manner. Previous end-to-end steering control methods …
Libraries of approximate circuits: Automated design and application in CNN accelerators
Libraries of approximate circuits are composed of fully characterized digital circuits that can
be used as building blocks of energy-efficient implementations of hardware accelerators …
be used as building blocks of energy-efficient implementations of hardware accelerators …
Formal methods for exact analysis of approximate circuits
Z Vasicek - IEEE Access, 2019 - ieeexplore.ieee.org
Approximate circuits are digital circuits that are intentionally designed in such a way that the
specification is violated in terms of functionality in order to obtain some improvements in …
specification is violated in terms of functionality in order to obtain some improvements in …
Approximation-aware rewriting of AIGs for error tolerant applications
A Chandrasekharan, M Soeken… - 2016 IEEE/ACM …, 2016 - ieeexplore.ieee.org
Approximation circuits offer superior performance (speed and area) compared to traditional
circuits at the cost of computational accuracy. The accuracy of the results in approximation …
circuits at the cost of computational accuracy. The accuracy of the results in approximation …
Precise error determination of approximated components in sequential circuits with model checking
Error metrics are used to evaluate the quality of an approximated circuit or to trade-off
several approximated candidates in design exploration. Precisely determining the error of …
several approximated candidates in design exploration. Precisely determining the error of …
A survey of testing techniques for approximate integrated circuits
Approximate computing (AxC) is increasingly emerging as a new design paradigm to
produce more efficient computation systems by judiciously reducing the computation quality …
produce more efficient computation systems by judiciously reducing the computation quality …
Approximate computing: Evolutionary methods for functional approximation of digital circuits
Approximate computing deviates from long-held paradigm and attracted towards intrinsic
application resilience to enhance the efficiency by relaxing the parameter of full accuracy …
application resilience to enhance the efficiency by relaxing the parameter of full accuracy …
One method-all error-metrics: A three-stage approach for error-metric evaluation in approximate computing
Approximate Computing (AC) is a design paradigm that makes use of the error tolerance
inherited by many applications. The goal of AC is to trade off accuracy for performance in …
inherited by many applications. The goal of AC is to trade off accuracy for performance in …
Approximation-aware testing for approximate circuits
A Chandrasekharan, S Eggersglüß… - 2018 23rd Asia and …, 2018 - ieeexplore.ieee.org
A wide range of applications significantly benefit from the Approximate Computing (AC)
paradigm in terms of speed or power reduction. AC achieves this by tolerating errors in the …
paradigm in terms of speed or power reduction. AC achieves this by tolerating errors in the …