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A Heterogeneous In-Memory Computing Cluster For Flexible End-to-End Inference of Real-World Deep Neural Networks

Angelo Garofalo , Gianmarco Ottavi , Francesco Conti , Geethan Karunaratne , Irem Boybat , Luca Benini , Davide Rossi

* 14 pages (not including final biography page), 13 figures (excluded authors pictures) 

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DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs

Alessio Burrello , Angelo Garofalo , Nazareno Bruschi , Giuseppe Tagliavini , Davide Rossi , Francesco Conti

* 14 pages, 13 figures, 4 tables, 2 listings. Submitted to IEEE Transactions on Computers 

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PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors

Angelo Garofalo , Manuele Rusci , Francesco Conti , Davide Rossi , Luca Benini

* 13 pages, 11 figures, 2 tables 

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