Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
- Florian Scheidegger
- Roxana Istrate
- et al.
- 2020
- Visual Computer
Paper
Publications
29 results for Luca Benini
In-memory hyperdimensional computing
- Geethan Karunaratne
- Manuel Le Gallo
- et al.
- 2020
- Nature Electronics
PaperXwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs
- 2020
- COOL CHIPS 2020
Conference paperConstrained deep neural network architecture search for IoT devices accounting for hardware calibration
- Florian Scheidegger
- Luca Benini
- et al.
- 2019
- NeurIPS 2019
Conference paperApplications of Computation-In-Memory Architectures based on Memristive Devices
- Said Hamdioui
- Hoang Anh Du Nguyen
- et al.
- 2019
- DATE 2019
Conference paperOptimization and deployment of CNNs at the Edge: The ALOHA experience
- Paolo Meloni
- Daniela Loi
- et al.
- 2019
- CF 2019
Conference paperALOHA: An architectural-aware framework for deep learning at the edge
- Paolo Meloni
- Daniela Loi
- et al.
- 2018
- INTESA 2018
Conference paperArchitecture-aware design and implementation of CNN algorithms for embedded inference: The ALOHA project
- Paolo Meloni
- Daniela Loi
- et al.
- 2018
- ICM 2018
Conference paperImpact of temporal subsampling on accuracy and performance in practical video classification
- Florian Scheidegger
- Lukas Cavigelli
- et al.
- 2017
- EUSIPCO 2017
Conference paper