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Renzo Andri
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YodaNN: An architecture for ultralow power binary-weight CNN acceleration
R Andri, L Cavigelli, D Rossi, L Benini
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
3112017
YodaNN: An ultra-low power convolutional neural network accelerator based on binary weights
R Andri, L Cavigelli, D Rossi, L Benini
2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 236-241, 2016
2642016
InfiniTime: Multi-sensor wearable bracelet with human body harvesting
M Magno, D Brunelli, L Sigrist, R Andri, L Cavigelli, A Gomez, L Benini
Sustainable Computing: Informatics and Systems 11, 38-49, 2016
1072016
Stretchable and conformable oxide thin‐film electronics
N Münzenrieder, G Cantarella, C Vogt, L Petti, L Büthe, GA Salvatore, ...
Advanced Electronic Materials 1 (3), 1400038, 2015
1002015
XNORBIN: A 95 TOp/s/W hardware accelerator for binary convolutional neural networks
A Al Bahou, G Karunaratne, R Andri, L Cavigelli, L Benini
2018 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 1-3, 2018
562018
Accelerated visual context classification on a low-power smartwatch
F Conti, D Palossi, R Andri, M Magno, L Benini
IEEE Transactions on Human-Machine Systems 47 (1), 19-30, 2016
462016
Sound event detection with binary neural networks on tightly power-constrained IoT devices
G Cerutti, R Andri, L Cavigelli, E Farella, M Magno, L Benini
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020
412020
A “New Ara” for vector computing: an open source highly efficient RISC-V V 1.0 vector processor design
M Perotti, M Cavalcante, N Wistoff, R Andri, L Cavigelli, L Benini
2022 IEEE 33rd International Conference on Application-specific Systems …, 2022
252022
Hyperdrive: A Systolically Scalable Binary-Weight CNN Inference Engine for mW IoT End-Nodes
R Andri, L Cavigelli, D Rossi, L Benini
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2018
252018
Hyperdrive: A multi-chip systolically scalable binary-weight CNN inference engine
R Andri, L Cavigelli, D Rossi, L Benini
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019
242019
Chewbaccann: A flexible 223 tops/w bnn accelerator
R Andri, G Karunaratne, L Cavigelli, L Benini
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
212021
SIR10US: A tightly coupled elliptic-curve cryptography co-processor for the OpenRISC
M Gautschi, M Muehlberghuber, A Traber, S Stucki, M Baer, R Andri, ...
2014 IEEE 25th International Conference on Application-Specific Systems …, 2014
182014
Sub-mW keyword spotting on an MCU: Analog binary feature extraction and binary neural networks
G Cerutti, L Cavigelli, R Andri, M Magno, E Farella, L Benini
IEEE Transactions on Circuits and Systems I: Regular Papers 69 (5), 2002-2012, 2022
142022
RNN-based radio resource management on multicore RISC-V accelerator architectures
G Paulin, R Andri, F Conti, L Benini
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (9 …, 2021
92021
Extending the RISC-V ISA for Efficient RNN-based 5G Radio Resource Management
R Andri, T Henriksson, L Benini
2020 57th ACM/IEEE Design Automation Conference (DAC), 2020
92020
MemPool: A scalable manycore architecture with a low-latency shared L1 memory
S Riedel, M Cavalcante, R Andri, L Benini
IEEE Transactions on Computers, 2023
72023
Going further with winograd convolutions: Tap-wise quantization for efficient inference on 4x4 tiles
R Andri, B Bussolino, A Cipolletta, L Cavigelli, Z Wang
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 582-598, 2022
72022
Ultra-low power context recognition fusing sensor data from an energy-neutral smart watch
M Magno, L Cavigelli, R Andri, L Benini
Internet of Things. IoT Infrastructures: Second International Summit, IoT …, 2016
52016
Flex-sfu: Accelerating dnn activation functions by non-uniform piecewise approximation
E Reggiani, R Andri, L Cavigelli
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
42023
Empowering Data Centers for Next Generation Trusted Computing
A Dhar, S Sridhara, S Shinde, S Capkun, R Andri
arXiv preprint arXiv:2211.00306, 2022
32022
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