Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign
- Cong Hao
- Jordan Dotzel
- et al.
- 2021
- IEEE Design and Test
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28 results for Luca Benini
Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification
- Martino Dazzi
- Abu Sebastian
- et al.
- 2021
- IEEE TC
ChewBaccaNN: A flexible 223 TOPS/W BNN accelerator
- Renzo Andri
- Geethan Karunaratne
- et al.
- 2021
- ISCAS 2021
Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing
- Geethan Karunaratne
- Manuel Le Gallo
- et al.
- 2021
- IEEE TCAS-II
Robust high-dimensional memory-augmented neural networks
- Geethan Karunaratne
- Manuel Schmuck
- et al.
- 2021
- Nature Communications
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection
- Alessio Burrello
- Simone Benatti
- et al.
- 2021
- IEEE J-BHI
An SRAM-Based Multibit In-Memory Matrix-Vector Multiplier with a Precision That Scales Linearly in Area, Time, and Power
- Riduan Khaddam-Aljameh
- Pier Andrea Francese
- et al.
- 2021
- IEEE Transactions on VLSI Systems
A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition
- Ali Moin
- Andy Zhou
- et al.
- 2020
- Nature Electronics
Binarization Methods for Motor-Imagery Brain-Computer Interface Classification
- Michael Hersche
- Luca Benini
- et al.
- 2020
- IEEE JESTCS
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
- Florian Scheidegger
- Roxana Istrate
- et al.
- 2020
- Visual Computer