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Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces

Dec 16, 2020
Bert Moons, Parham Noorzad, Andrii Skliar, Giovanni Mariani, Dushyant Mehta, Chris Lott, Tijmen Blankevoort

* Main text 8 pages, Full text 21 pages, 18 figures 

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BinarEye: An Always-On Energy-Accuracy-Scalable Binary CNN Processor With All Memory On Chip in 28nm CMOS

Apr 16, 2018
Bert Moons, Daniel Bankman, Lita Yang, Boris Murmann, Marian Verhelst

* Presented at the 2018 IEEE Custom Integrated Circuits Conference (CICC). Presentation is available here: https://www.researchgate.net/publication/324452819_Presentation_on_Binareye_at_CICC 

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Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion

Mar 13, 2018
Matthijs Van keirsbilck, Bert Moons, Marian Verhelst

* Tech. report 

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Minimum Energy Quantized Neural Networks

Nov 23, 2017
Bert Moons, Koen Goetschalckx, Nick Van Berckelaer, Marian Verhelst

* preprint for work presented at the 51st Asilomar Conference on Signals, Systems and Computers 

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Energy-Efficient ConvNets Through Approximate Computing

Mar 22, 2016
Bert Moons, Bert De Brabandere, Luc Van Gool, Marian Verhelst

* Published in IEEE Winter Conference on Applications of Computer Vision (WACV 2016) 

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