Insar time-series analysis for management and mitigation of geological risk in urban area. - Francesca Cigna; Chiara Del Ventisette; Vincenzo Liguori; Nicola Casagli (IGARSS, 2010)

Vector Quantization for Machine Vision. - Vincenzo Liguori (CoRR, 2016)

Pyramid Vector Quantization for Deep Learning. - Vincenzo Liguori (CoRR, 2017)

Pyramid Vector Quantization and Bit Level Sparsity in Weights for Efficient Neural Networks Inference. - Vincenzo Liguori (CoRR, 2019)

A MAC-less Neural Inference Processor Supporting Compressed, Variable Precision Weights. - Vincenzo Liguori (CoRR, 2020)

Efficient FIR filtering with Bit Layer Multiply Accumulator. - Vincenzo Liguori (CoRR, 2024)

From a Lossless ( 1.5: 1) Compression Algorithm for Llama2 7B Weights to Variable Precision, Variable Range, Compressed Numeric Data Types for CNNs and LLMs. - Vincenzo Liguori (CoRR, 2024)

Procrastination Is All You Need: Exponent Indexed Accumulators for Floating Point, Posits and Logarithmic Numbers. - Vincenzo Liguori (CoRR, 2024)