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Energy-Accuracy Scalable Deep Convolutional Neural Networks: A Pareto Analysis

Valentino Peluso , Andrea Calimera
26th IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip (VLSI-SoC), Oct 2018, Verona, Italy. pp.107-127, ⟨10.1007/978-3-030-23425-6_6⟩
Conference papers hal-02321763v1
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VLSI-SoC: Design Trends

Andrea Calimera , Pierre-Emmanuel Gaillardon , Kunal Korgaonkar , Shahar Kvatinsky , Andre Reis
Andrea Calimera; Pierre-Emmanuel Gaillardon; Kunal Korgaonkar; Shahar Kvatinsky; Ricardo Reis. Springer International Publishing, AICT-621, pp.i-xviii, 2021, VLSI-SoC: Design Trends, 978-3-030-81641-4. ⟨10.1007/978-3-030-81641-4⟩
Books hal-03759823v1
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Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers

Francesco Daghero , Alessio Burrello , Chen Xie , Luca Benini , Andrea Calimera , et al.
29th IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip (VLSI-SoC), Oct 2021, Singapore, Singapore. pp.25-47, ⟨10.1007/978-3-031-16818-5_2⟩
Conference papers hal-04419563v1
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Logic Synthesis for Silicon and Beyond-Silicon Multi-gate Pass-Logic Circuits

Valerio Tenace , Andrea Calimera , Enrico Macii , Massimo Poncino
24th IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip (VLSISOC), Sep 2016, Tallinn, Estonia. pp.60-82, ⟨10.1007/978-3-319-67104-8_4⟩
Conference papers hal-01675195v1
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Beyond Ideal DVFS Through Ultra-Fine Grain Vdd-Hopping

Enrico Macii , Massimo Alioto , Valentino Peluso , Roberto G. Rizzo , Andrea Calimera
24th IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip (VLSISOC), Sep 2016, Tallinn, Estonia. pp.152-172, ⟨10.1007/978-3-319-67104-8_8⟩
Conference papers hal-01675202v1
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On the Efficiency of AdapTTA: An Adaptive Test-Time Augmentation Strategy for Reliable Embedded ConvNets

Luca Mocerino , Roberto G. Rizzo , Valentino Peluso , Andrea Calimera , Enrico Macii
29th IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip (VLSI-SoC), Oct 2021, Singapore, Singapore. pp.1-23, ⟨10.1007/978-3-031-16818-5_1⟩
Conference papers hal-04419573v1
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On the Efficiency of Early Bird Sampling (EBS) an Error Detection-Correction Scheme for Data-Driven Voltage Over-Scaling

Roberto G. Rizzo , Valentino Peluso , Andrea Calimera , Jun Zhou
25th IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip (VLSI-SoC), Oct 2017, Abu Dhabi, United Arab Emirates. pp.153-177, ⟨10.1007/978-3-030-15663-3_8⟩
Conference papers hal-02319786v1