| MiniFloat-NN and ExSdotp: An ISA extension and a modular open hardware unit for low-precision training on RISC-V cores L Bertaccini, G Paulin, T Fischer, S Mach, L Benini 2022 IEEE 29th Symposium on Computer Arithmetic (ARITH), 1-8, 2022 | 11 | 2022 |
| A 1036 TOp/s/W, 12.2 mW, 2.72 μJ/Inference All Digital TNN Accelerator in 22 nm FDX Technology for TinyML Applications M Scherer, A Di Mauro, G Rutishauser, T Fischer, L Benini 2022 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 1-3, 2022 | 8 | 2022 |
| HexaMesh: Scaling to hundreds of chiplets with an optimized chiplet arrangement P Iff, M Besta, M Cavalcante, T Fischer, L Benini, T Hoefler 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 7 | 2023 |
| Sparse Hamming Graph: A Customizable Network-on-Chip Topology P Iff, M Besta, M Cavalcante, T Fischer, L Benini, T Hoefler 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 4 | 2023 |
| Ita: An energy-efficient attention and softmax accelerator for quantized transformers G Islamoglu, M Scherer, G Paulin, T Fischer, VJB Jung, A Garofalo, ... 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 3 | 2023 |
| Ternarized TCN for Gesture Recognition from DVS Event Frames G Rutishauser, M Scherer, T Fischer, L Benini 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 736-741, 2022 | 3 | 2022 |
| 7 μJ/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networks G Rutishauser, M Scherer, T Fischer, L Benini Future Generation Computer Systems 149, 717-731, 2023 | 2 | 2023 |
| TCN-CUTIE: A 1,036-TOp/s/W, 2.72-µJ/Inference, 12.2-mW All-Digital Ternary Accelerator in 22-nm FDX Technology M Scherer, A Di Mauro, T Fischer, G Rutishauser, L Benini IEEE Micro 43 (1), 42-48, 2022 | 2 | 2022 |
| Piepser: A smart wrist-worn variometer to maximize the paragliders flytime T Fischer, M Ganz, N Baumann, M Magno 2019 IEEE Sensors Applications Symposium (SAS), 1-6, 2019 | 2 | 2019 |
| FlooNoC: A Multi-Tb/s Wide NoC for Heterogeneous AXI4 Traffic T Fischer, M Rogenmoser, M Cavalcante, FK Gürkaynak, L Benini IEEE Design & Test 40 (6), 7-17, 2023 | 1 | 2023 |
| MiniFloats on RISC-V Cores: ISA Extensions with Mixed-Precision Short Dot Products L Bertaccini, G Paulin, M Cavalcante, T Fischer, S Mach, L Benini IEEE Transactions on Emerging Topics in Computing, 2024 | | 2024 |
Luca BeniniETH Zürich, Università di BolognaVerified email at unibo.it
