4.5k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- ETH ZurichCH46 papers
- University of BolognaIT11 papers
- Haute Ecole Arc IngénierieCH4 papers
- HES-SO ArcCH4 papers
- IBM Research - ZurichCH4 papers
- HES-SO University of Applied Sciences and Arts Western SwitzerlandCH3 papers
- National Institute for Materials ScienceJP3 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- Fondazione Bruno KesslerIT2 papers
- Purdue University West LafayetteUS2 papers
- Rice UniversityUS2 papers
- University of Alabama in HuntsvilleUS2 papers
Showing cs.NEShow all
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cs.NE2019★ 136 cited
PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors
Angelo Garofalo, Manuele Rusci, Francesco Conti +2
We present PULP-NN, an optimized computing library for a parallel ultra-low-power tightly coupled cluster of RISC-V processors. The key innovation in PULP-NN is a set of kernels fo…
cs.NE2018★ 136 cited
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference
Francesco Conti, Pasquale Davide Schiavone, Luca Benini
Binary Neural Networks (BNNs) are promising to deliver accuracy comparable to conventional deep neural networks at a fraction of the cost in terms of memory and energy. In this pap…