Alessandro Pappalardo

28 papers A* 3B 6C 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mix-GEMM: Extending RISC-V CPUs for Energy-Efficient Mixed-Precision DNN Inference Using Binary Segmentation.
IEEE Trans. Computers
Jordi Fornt, Enrico Reggiani, Pau Fontova-Musté, Narcís Rodas, Alessandro Pappalardo, Osman Sabri Unsal, Adrián Cristal Kestelman, Josep Altet, Francesc Moll, Jaume Abella
2024 A* conf
A2Q+: Improving Accumulator-Aware Weight Quantization.
ICML
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu
2024 J jnl
A2Q+: Improving Accumulator-Aware Weight Quantization.
CoRR
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu
2024 B conf
Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs.
FPL
Shivam Aggarwal, Hans Jakob Damsgaard, Alessandro Pappalardo, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra
2023 A* conf
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance.
ICCV
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
2023 J jnl
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance.
CoRR
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
2023 A* conf
Mix-GEMM: An efficient HW-SW Architecture for Mixed-Precision Quantized Deep Neural Networks Inference on Edge Devices.
HPCA
Enrico Reggiani, Alessandro Pappalardo, Max Doblas, Miquel Moretó, Mauro Olivieri, Osman Sabri Unsal, Adrián Cristal
2023 J jnl
Post-Training Quantization with Low-precision Minifloats and Integers on FPGAs.
CoRR
Shivam Aggarwal, Alessandro Pappalardo, Hans Jakob Damsgaard, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra
2023 J jnl
Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance.
CoRR
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
2022 J jnl
QONNX: Representing Arbitrary-Precision Quantized Neural Networks.
CoRR
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
2022 J jnl
RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures.
IEEE Micro
Felix Jentzsch, Yaman Umuroglu, Alessandro Pappalardo, Michaela Blott, Marco Platzner
2021 J jnl
Performance vs. hardware requirements in state-of-the-art automatic speech recognition.
EURASIP J. Audio Speech Music. Process.
Alexandru-Lucian Georgescu, Alessandro Pappalardo, Horia Cucu, Michaela Blott
2021 J jnl
Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference.
Frontiers Artif. Intell.
Benjamin Hawks, Javier M. Duarte, Nicholas J. Fraser, Alessandro Pappalardo, Nhan Tran, Yaman Umuroglu
2021 J jnl
Ps and Qs: Quantization-aware pruning for efficient low latency neural network inference.
CoRR
Benjamin Hawks, Javier M. Duarte, Nicholas J. Fraser, Alessandro Pappalardo, Nhan Tran, Yaman Umuroglu
2021 — conf
Trainable Preprocessing for Reduced Precision Neural Networks.
EUSIPCO
Gábor Csordás, Kristof Denolf, Nicholas J. Fraser, Alessandro Pappalardo, Kees A. Vissers
2018 B conf
FINN-L: Library Extensions and Design Trade-Off Analysis for Variable Precision LSTM Networks on FPGAs.
FPL
Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar, Giulio Gambardella, Norbert Wehn, Michaela Blott
2018 J jnl
FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs.
CoRR
Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar, Giulio Gambardella, Norbert Wehn, Michaela Blott
2017 C conf
A Feedback-Based Design Space Exploration Subsystem for the Automation of Architectures Synthesis on Proprietary FPGA Toolchains.
DSD
Alessandro Pappalardo, Giuseppe Natale, Marco Domenico Santambrogio
2016 B conf
Monitoring and Adaptation in Smart Spaces for Disabled Children.
AVI
Franca Garzotto, Mirko Gelsomini, Alessandro Pappalardo, Claudio Sanna, Erica Stella, Michele Zanella
2016 — conf
Using Brain Signals in Adaptive Smart Spaces for Disabled Children.
CHI Extended Abstracts
Franca Garzotto, Mirko Gelsomini, Alessandro Pappalardo, Claudio Sanna, Erica Stella, Michele Zanella
2009 B conf
On hybrid genetic models for hard problems.
FUZZ-IEEE
Marco Carpentieri, Alessandro Pappalardo, Domenica Sileo, Gianvito Summa
2008 B conf
Schema mapping verification: the spicy way.
EDBT
Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich, Gianvito Summa
2008 — conf
Soluzioni Infrastrutturali Open Source per il Sistema Pubblico di Cooperazione Applicativa.
SEBD
Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich
2008 — conf
The Spicy system: towards a notion of mapping quality.
SIGMOD Conference
Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich, Gianvito Summa
2007 J jnl
A new algorithm for clustering search results.
Data Knowl. Eng.
Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo
2007 — conf
Clustering Web and Desktop Searches.
SEBD
Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo
2007 B conf
Noodles: A Clustering Engine for the Web.
ICWE
Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo, Donatello Santoro
2006 — conf
The Spicy Project: A New Approach to Data Matching.
SEBD
Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich