Alessandro Pappalardo | DeepAI

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Featured Co-authors

Michaela Blott
19 publications
Norbert Wehn
17 publications
Ian Colbert
11 publications
Giulio Gambardella
10 publications
Jakoba Petri-Koenig
2 publications
Vladimir Rybalkin
2 publications
Muhammad Mohsin Ghaffar
1 publication

research

∙ 08/25/2023

A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance

We present accumulator-aware quantization (A2Q), a novel weight quantiza...

0 Ian Colbert, et al. ∙

research

∙ 01/31/2023

Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance

We introduce a quantization-aware training algorithm that guarantees avo...

0 Ian Colbert, et al. ∙

research

∙ 07/11/2018

FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs

It is well known that many types of artificial neural networks, includin...

4 Vladimir Rybalkin, et al. ∙