Concepedia

Luca Pedrelli

LP

7

Publications

839

Citations

7

H-Index

2017

Active since

Affiliations

University of Pisa(Current)

Luca Pedrelli is an author at University of Pisa specializing in engineering, deep learning, and speech processing.

Top concepts

EngineeringDeep LearningData ScienceSpeech ProcessingSpeech RecognitionComputer ScienceMachine LearningReservoir ComputingPredictive AnalyticsMusic

Publications per year

2017–2021

7

Publications

7

Deep reservoir computing: A critical experimental analysis

Claudio Gallicchio, Alessio Micheli, Luca Pedrelli · Neurocomputing · 2017 · 495 citations · Full text

Engineering, Reservoir Computing, Deep Reservoir Computing +4

Design of deep echo state networks

Claudio Gallicchio, Alessio Micheli, Luca Pedrelli · Neural Networks · 2018 · 238 citations · Full text

Recurrent Neural Network, Engineering, Reservoir Computing +5

A learning system for automatic Berg Balance Scale score estimation

Davide Bacciu, Stefano Chessa, Claudio Gallicchio et al. · Engineering Applications of Artificial Intelligence · 2017 · 39 citations · Full text

Engineering, Machine Learning, Data Science +6

Comparison between DeepESNs and gated RNNs on multivariate time-series prediction

Claudio Gallicchio, Alessio Micheli, Luca Pedrelli · arXiv (Cornell University) · 2018 · 30 citations · Full text

Music, Forecasting Methodology, Engineering +19

Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech

Luca Pedrelli, Xavier Hinaut · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 14 citations · Full text

Structured Prediction, Engineering, Neurolinguistics +18

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