Alessandro Pappalardo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 17

Top Topics

Quantization Error

Automatic Speech Recognition

Top Venues

EURASIP J. Audio Speech Music. Process.

Publications

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu
A2Q+: Improving Accumulator-Aware Weight Quantization. CoRR (2024)
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance. CoRR (2023)
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance. CoRR (2023)
Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig
A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance. ICCV (2023)
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)
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 (2023)
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 (2022)
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) (2022)
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 (2021)
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) (2021)
Gábor Csordás, Kristof Denolf, Nicholas J. Fraser, Alessandro Pappalardo, Kees A. Vissers
Trainable Preprocessing for Reduced Precision Neural Networks. EUSIPCO (2021)
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 (2021)
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 (2018)
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)
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)
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)
Franca Garzotto, Mirko Gelsomini, Alessandro Pappalardo, Claudio Sanna, Erica Stella, Michele Zanella
Monitoring and Adaptation in Smart Spaces for Disabled Children. AVI (2016)
Marco Carpentieri, Alessandro Pappalardo, Domenica Sileo, Gianvito Summa
On hybrid genetic models for hard problems. FUZZ-IEEE (2009)
Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich, Gianvito Summa
The Spicy system: towards a notion of mapping quality. SIGMOD Conference (2008)
Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich
Soluzioni Infrastrutturali Open Source per il Sistema Pubblico di Cooperazione Applicativa. SEBD (2008)
Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich, Gianvito Summa
Schema mapping verification: the spicy way. EDBT (2008)
Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo
A new algorithm for clustering search results. Data Knowl. Eng. 62 (3) (2007)
Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo
Clustering Web and Desktop Searches. SEBD (2007)
Giansalvatore Mecca, Salvatore Raunich, Alessandro Pappalardo, Donatello Santoro
Noodles: A Clustering Engine for the Web. ICWE (2007)
Angela Bonifati, Giansalvatore Mecca, Alessandro Pappalardo, Salvatore Raunich
The Spicy Project: A New Approach to Data Matching. SEBD (2006)