Approximate computing is a computation which returns a possibly inaccurate result rather than a guaranteed accurate result, for a situation where anâ€¦Â (More)

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Review

2016

Review

2016

- Sparsh Mittal
- ACM Comput. Surv.
- 2016

Approximate computing trades off computation quality with effort expended, and as rising performance demands confront plateauingâ€¦Â (More)

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2016

2016

- Mohsen Imani, Abbas Rahimi, Tajana S. Rosing
- 2016 Design, Automation & Test in Europeâ€¦
- 2016

Modern computing machines are increasingly characterized by large scale parallelism in hardware (such as GPGPUs) and advent ofâ€¦Â (More)

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2016

2016

- Bert Moons, Bert De Brabandere, Luc Van Gool, Marian Verhelst
- 2016 IEEE Winter Conference on Applications ofâ€¦
- 2016

Recently convolutional neural networks (ConvNets) have come up as state-of-the-art classification and detection algorithmsâ€¦Â (More)

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2015

2015

- Boxun Li, Peng Gu, Yi Shan, Yu Wang, Yiran Chen, Huazhong Yang
- IEEE Transactions on Computer-Aided Design ofâ€¦
- 2015

Approximate computing is a promising design paradigm for better performance and power efficiency. In this paper, we propose aâ€¦Â (More)

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Highly Cited

2013

Highly Cited

2013

- Swagath Venkataramani, Vinay K. Chippa, Srimat T. Chakradhar, Kaushik Roy, Anand Raghunathan
- 2013 46th Annual IEEE/ACM International Symposiumâ€¦
- 2013

Approximate computing leverages the intrinsic resilience of applications to inexactness in their computations, to achieve aâ€¦Â (More)

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Highly Cited

2013

Highly Cited

2013

- Vinay K. Chippa, Srimat T. Chakradhar, Kaushik Roy, Anand Raghunathan
- 2013 50th ACM/EDAC/IEEE Design Automationâ€¦
- 2013

Approximate computing is an emerging design paradigm that enables highly efficient hardware and software implementations byâ€¦Â (More)

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2013

2013

- Vinay K. Chippa, Swagath Venkataramani, Srimat T. Chakradhar, Kaushik Roy, Anand Raghunathan
- 2013 Asilomar Conference on Signals, Systems andâ€¦
- 2013

Computing today is largely not about calculating a precise numerical end result. Instead, computing platforms are increasinglyâ€¦Â (More)

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Highly Cited

2012

Highly Cited

2012

- Hadi Esmaeilzadeh, Adrian Sampson, Luis Ceze, Doug Burger
- 2012 45th Annual IEEE/ACM International Symposiumâ€¦
- 2012

As improvements in per-transistor speed and energy efficiency diminish, radical departures from conventional approaches areâ€¦Â (More)

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Highly Cited

2011

Highly Cited

2011

- Vaibhav Gupta, Debabrata Mohapatra, Sang Phill Park, Anand Raghunathan, Kaushik Roy
- IEEE/ACM International Symposium on Low Powerâ€¦
- 2011

Low-power is an imperative requirement for portable multimedia devices employing various signal processing algorithms andâ€¦Â (More)

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Highly Cited

2011

Highly Cited

2011

- Debabrata Mohapatra, Vinay K. Chippa, Anand Raghunathan, Kaushik Roy
- 2011 Design, Automation & Test in Europe
- 2011

Approximate computing techniques that exploit the inherent resilience in algorithms through mechanisms such as voltage overâ€¦Â (More)

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