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ORCIDAlessandro Pappalardo
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2020 – today
- 2024
[c16]Shivam Aggarwal, Hans Jakob Damsgaard, Alessandro Pappalardo, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra:
Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs. FPL 2024: 297-303- [c15]Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu:
A2Q+: Improving Accumulator-Aware Weight Quantization. ICML 2024 - [i7]Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu:
A2Q+: Improving Accumulator-Aware Weight Quantization. CoRR abs/2401.10432 (2024) - 2023
- [c14]Enrico Reggiani, Alessandro Pappalardo, Max Doblas
, Miquel Moretó, Mauro Olivieri, Osman Sabri Unsal, Adrián Cristal:
Mix-GEMM: An efficient HW-SW Architecture for Mixed-Precision Quantized Deep Neural Networks Inference on Edge Devices. HPCA 2023: 1085-1098 - [c13]Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig:
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance. ICCV 2023: 16943-16952 - [i6]Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig:
Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance. CoRR abs/2301.13376 (2023) - [i5]Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig:
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance. CoRR abs/2308.13504 (2023) - [i4]Shivam Aggarwal, Alessandro Pappalardo, Hans Jakob Damsgaard, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra:
Post-Training Quantization with Low-precision Minifloats and Integers on FPGAs. CoRR abs/2311.12359 (2023) - 2022
- [j4]Felix Jentzsch, Yaman Umuroglu, Alessandro Pappalardo, Michaela Blott, Marco Platzner:
RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures. IEEE Micro 42(6): 125-133 (2022) - [i3]Alessandro Pappalardo, Yaman Umuroglu, Michaela Blott, Jovan Mitrevski, Benjamin Hawks, Nhan Tran, Vladimir Loncar, Sioni Summers, Hendrik Borras, Jules Muhizi, Matthew Trahms, Shih-Chieh Hsu, Scott Hauck, Javier M. Duarte:
QONNX: Representing Arbitrary-Precision Quantized Neural Networks. CoRR abs/2206.07527 (2022) - 2021
- [j3]Alexandru-Lucian Georgescu, Alessandro Pappalardo, Horia Cucu, Michaela Blott:
Performance vs. hardware requirements in state-of-the-art automatic speech recognition. EURASIP J. Audio Speech Music. Process. 2021(1): 28 (2021) - [j2]Benjamin Hawks, Javier M. Duarte, Nicholas J. Fraser, Alessandro Pappalardo, Nhan Tran, Yaman Umuroglu:
Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference. Frontiers Artif. Intell. 4: 676564 (2021) - [c12]Gábor Csordás, Kristof Denolf, Nicholas J. Fraser, Alessandro Pappalardo, Kees A. Vissers:
Trainable Preprocessing for Reduced Precision Neural Networks. EUSIPCO 2021: 1546-1550 - [i2]Benjamin Hawks, Javier M. Duarte, Nicholas J. Fraser, Alessandro Pappalardo, Nhan Tran, Yaman Umuroglu:
Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference. CoRR abs/2102.11289 (2021)
2010 – 2019
- 2018
- [c11]Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar, Giulio Gambardella, Norbert Wehn, Michaela Blott:
FINN-L: Library Extensions and Design Trade-Off Analysis for Variable Precision LSTM Networks on FPGAs. FPL 2018: 89-96 - [i1]Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar, Giulio Gambardella, Norbert Wehn, Michaela Blott:
FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs. CoRR abs/1807.04093 (2018) - 2017
- [c10]Alessandro Pappalardo, Giuseppe Natale, Marco Domenico Santambrogio:
A Feedback-Based Design Space Exploration Subsystem for the Automation of Architectures Synthesis on Proprietary FPGA Toolchains. DSD 2017: 151-154 - 2016
- [c9]Franca Garzotto, Mirko Gelsomini, Alessandro Pappalardo, Claudio Sanna, Erica Stella, Michele Zanella:
Monitoring and Adaptation in Smart Spaces for Disabled Children. AVI 2016: 224-227 - [c8]Franca Garzotto, Mirko Gelsomini, Alessandro Pappalardo, Claudio Sanna, Erica Stella, Michele Zanella:
Using Brain Signals in Adaptive Smart Spaces for Disabled Children. CHI Extended Abstracts 2016: 1684-1690
2000 – 2009
- 2009
- [c7]Marco Carpentieri, Alessandro Pappalardo, Domenica Sileo, Gianvito Summa:
On hybrid genetic models for hard problems. FUZZ-IEEE 2009: 2142-2147 - 2008
- [c6]Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich, Gianvito Summa:
Schema mapping verification: the spicy way. EDBT 2008: 85-96 - [c5]Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich:
Soluzioni Infrastrutturali Open Source per il Sistema Pubblico di Cooperazione Applicativa. SEBD 2008: 156-167 - [c4]Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich, Gianvito Summa:
The Spicy system: towards a notion of mapping quality. SIGMOD Conference 2008: 1289-1294 - 2007
- [j1]Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo:
A new algorithm for clustering search results. Data Knowl. Eng. 62(3): 504-522 (2007) - [c3]Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo, Donatello Santoro:
Noodles: A Clustering Engine for the Web. ICWE 2007: 496-500 - [c2]Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo:
Clustering Web and Desktop Searches. SEBD 2007: 422-429 - 2006
- [c1]Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich:
The Spicy Project: A New Approach to Data Matching. SEBD 2006: 40-47
Coauthor Index
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