Alessandro Pappalardo
Alessandro Pappalardo
Verifisert e-postadresse på alessandropappalardo.eu
Sitert av
Sitert av
FINN-L: Library extensions and design trade-off analysis for variable precision LSTM networks on FPGAs
V Rybalkin, A Pappalardo, MM Ghaffar, G Gambardella, N Wehn, M Blott
2018 28th international conference on field programmable logic and …, 2018
A Pappalardo
Zenodo: Geneva, Switzerland, 2021
Ps and qs: Quantization-aware pruning for efficient low latency neural network inference
B Hawks, J Duarte, NJ Fraser, A Pappalardo, N Tran, Y Umuroglu
Frontiers in Artificial Intelligence 4, 676564, 2021
Performance vs. hardware requirements in state-of-the-art automatic speech recognition
AL Georgescu, A Pappalardo, H Cucu, M Blott
EURASIP Journal on Audio, Speech, and Music Processing 2021 (1), 28, 2021
Experimental setup and procedure for the measurement of the 7Be (n, α) α reaction at n_TOF
L Cosentino, A Musumarra, M Barbagallo, A Pappalardo, N Colonna, ...
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2016
Preparation of 7Be targets for nuclear astrophysics research
EA Maugeri, S Heinitz, R Dressler, M Barbagallo, N Kivel, D Schumann, ...
Journal of Instrumentation 12 (02), P02016, 2017
Xilinx/brevitas (2021)
A Pappalardo
URL https://doi. org/10.5281/zenodo 3333552, 2022
Ion micro-beam diagnostics with photodetectors
L Cosentino, P Finocchiaro, A Pappalardo, A Hermanne, H Thienpont, ...
Nuclear Instruments and Methods in Physics Research Section B: Beam …, 2003
Qonnx: Representing arbitrary-precision quantized neural networks
A Pappalardo, Y Umuroglu, M Blott, J Mitrevski, B Hawks, N Tran, ...
arXiv preprint arXiv:2206.07527, 2022
RadioML meets FINN: Enabling future RF applications with FPGA streaming architectures
F Jentzsch, Y Umuroglu, A Pappalardo, M Blott, M Platzner
IEEE Micro 42 (6), 125-133, 2022
Beam monitoring enhances deep proton lithography: towards high-quality micro-optical components
P Vynck, B Volckaerts, M Vervaeke, H Ottevaere, P Tuteleers, L Cosentino, ...
proceedings of the IEEE/LEOS Benelux Chapter symposium, Amsterdam, The …, 2002
Mix-gemm: An efficient hw-sw architecture for mixed-precision quantized deep neural networks inference on edge devices
E Reggiani, A Pappalardo, M Doblas, M Moreto, M Olivieri, OS Unsal, ...
2023 IEEE International Symposium on High-Performance Computer Architecture …, 2023
Xilinx/brevitas. Zenodo; 2021
A Pappalardo
A2Q: Accumulator-aware quantization with guaranteed overflow avoidance
I Colbert, A Pappalardo, J Petri-Koenig
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
Monitoring and adaptation in smart spaces for disabled children
F Garzotto, M Gelsomini, A Pappalardo, C Sanna, E Stella, M Zanella
Proceedings of the International Working Conference on Advanced Visual …, 2016
Ion micro-beam diagnostics with scintillators for application of deep lithography with particles
L Cosentino, A Pappalardo, P Finocchiaro, A Hermanne, M Vervaeke, ...
2002 IEEE Nuclear Science Symposium Conference Record 1, 342-345, 2002
Ion micro-beam diagnostics with photodetectors for Deep Lithography applications
L Cosentino, P Finocchiaro, A Pappalardo, A Hermanne, H Thienpont, ...
Nuclear Instruments and Methods in Physics Research, 2002
Post-training quantization with low-precision minifloats and integers on FPGAs
S Aggarwal, A Pappalardo, HJ Damsgaard, G Franco, TB Preußer, M Blott, ...
arXiv preprint arXiv:2311.12359, 2023
Quantized neural networks for low-precision accumulation with guaranteed overflow avoidance
I Colbert, A Pappalardo, J Petri-Koenig
arXiv preprint arXiv:2301.13376, 2023
Characterization of Silicon PhotoMultipliers at LNS‐INFN
L Cosentino, P Finocchiaro, A Pappalardo
AIP Conference Proceedings 1412 (1), 185-191, 2011
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Artikler 1–20