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1

A2Q+: Improving Accumulator-Aware Weight Quantization:

Colbert, Ian ; Pappalardo, Alessandro ; Petri-Koenig, Jakoba.
http://arxiv.org/abs/2401.10432. , 2024

Link: http://arxiv.org/abs/240..

2

Post-Training Quantization with Low-precision Minifloats an..:

Aggarwal, Shivam ; Pappalardo, Alessandro ; Damsgaard, Hans Jakob...
http://arxiv.org/abs/2311.12359. , 2023

Link: http://arxiv.org/abs/231..

3

Quantized Neural Networks for Low-Precision Accumulation wi..:

Colbert, Ian ; Pappalardo, Alessandro ; Petri-Koenig, Jakoba
http://arxiv.org/abs/2301.13376. , 2023

Link: http://arxiv.org/abs/230..

4

A2Q: Accumulator-Aware Quantization with Guaranteed Overflo..:

Colbert, Ian ; Pappalardo, Alessandro ; Petri-Koenig, Jakoba
http://arxiv.org/abs/2308.13504. , 2023

Link: http://arxiv.org/abs/230..

5

Mix-GEMM: An efficient HW-SW architecture for mixed-precisi..:

Reggiani, Enrico ; Pappalardo, Alessandro ; Doblas Font, Max...
https://ieeexplore.ieee.org/document/10071076. , 2023

Link: http://hdl.handle.net/21..

6

QONNX: Representing Arbitrary-Precision Quantized Neural Ne..:

Pappalardo, Alessandro ; Umuroglu, Yaman ; Blott, Michaela...
http://arxiv.org/abs/2206.07527. , 2022

Link: http://arxiv.org/abs/220..

7

Ps and Qs: Quantization-Aware Pruning for Efficient Low Lat..:

Hawks, Benjamin ; Duarte, Javier ; Fraser, Nicholas J...
qt2xq970j4. , 2021

Link: https://escholarship.org..

8

Ps and Qs: Quantization-aware pruning for efficient low lat..:

Hawks, Benjamin ; Duarte, Javier ; Fraser, Nicholas J...
http://arxiv.org/abs/2102.11289. , 2021

Link: http://arxiv.org/abs/210..

9

Effects of micronised microencapsulated ferric pyrophosphat..:

Pappalardo, Alessandro ; Currenti, Walter ; Ponzio, Rossella...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6596375/. , 2019

Link: http://www.ncbi.nlm.nih...

10

FINN-L: Library Extensions and Design Trade-off Analysis fo..:

Rybalkin, Vladimir ; Pappalardo, Alessandro ; Ghaffar, Muhammad Mohsin...
http://arxiv.org/abs/1807.04093. , 2018

Link: http://arxiv.org/abs/180..

11

Experimental setup and procedure for the measurement of the..:

Cosentino, Luigi ; Musumarra, Agatino ; Barbagallo, Massimo...
http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/71678. , 2016

Link: http://publikationen.ub...

12

Using brain signals in adaptive smart spaces for disabled c..:

Garzotto, Franca ; Gelsomini, Mirko ; PAPPALARDO, ALESSANDRO...
info:eu-repo/semantics/altIdentifier/isbn/978-1-4503-4082-3. , 2016

Link: http://hdl.handle.net/11..

13

Xilinx/brevitas: A2Q model release:

Alessandro Pappalardo
https://github.com/Xilinx/brevitas/tree/super_res_r1. , 2023

Link: https://zenodo.org/recor..

14

Ps and Qs: Quantization-Aware Pruning for Efficient Low Lat..:

Benjamin Hawks ; Javier Duarte ; Nicholas J. Fraser...
https://www.frontiersin.org/articles/10.3389/frai.2021.676564/full. , 2021

Link: https://doi.org/10.3389/..

15

Performance vs. hardware requirements in state-of-the-art a..:

Alexandru-Lucian Georgescu ; Alessandro Pappalardo ; Horia Cucu.
https://doi.org/10.1186/s13636-021-00217-4. , 2021

Link: https://doi.org/10.1186/..

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