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Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
- E. Agustsson, Fabian Mentzer, L. Gool
- Computer ScienceNIPS
- 3 April 2017
We present a new approach to learn compressible representations in deep architectures with an end-to-end training strategy. Our method is based on a soft (continuous) relaxation of quantization and…
CAS-CNN: A deep convolutional neural network for image compression artifact suppression
- L. Cavigelli, P. Hager, L. Benini
- Computer ScienceInternational Joint Conference on Neural Networks…
- 22 November 2016
TLDR
Origami: A Convolutional Network Accelerator
- L. Cavigelli, David Gschwend, Christoph Mayer, Samuel Willi, Beat Muheim, L. Benini
- Computer ScienceACM Great Lakes Symposium on VLSI
- 20 May 2015
TLDR
YodaNN: An Ultra-Low Power Convolutional Neural Network Accelerator Based on Binary Weights
- Renzo Andri, L. Cavigelli, D. Rossi, L. Benini
- Computer ScienceIEEE Computer Society Annual Symposium on VLSI…
- 17 June 2016
TLDR
YodaNN: An Architecture for Ultralow Power Binary-Weight CNN Acceleration
- Renzo Andri, L. Cavigelli, D. Rossi, L. Benini
- Computer ScienceIEEE Transactions on Computer-Aided Design of…
- 17 June 2016
TLDR
Origami: A 803-GOp/s/W Convolutional Network Accelerator
- L. Cavigelli, L. Benini
- Computer ScienceIEEE Transactions on Circuits and Systems for…
- 14 December 2015
TLDR
Accelerating real-time embedded scene labeling with convolutional networks
- L. Cavigelli, M. Magno, L. Benini
- Computer Science52nd ACM/EDAC/IEEE Design Automation Conference…
- 7 June 2015
TLDR
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams
- L. Cavigelli, L. Benini
- Computer ScienceIEEE Transactions on Circuits and Systems for…
- 15 August 2018
TLDR
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms
- A. Burrello, L. Cavigelli, K. Schindler, L. Benini, Abbas Rahimi
- Computer ScienceDesign, Automation & Test in Europe Conference…
- 1 March 2019
TLDR
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain–Machine Interfaces
- Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, L. Cavigelli, L. Benini
- Computer ScienceIEEE International Conference on Systems, Man…
- 31 May 2020
TLDR
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