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C

Claudio Gallicchio

university of pisa

25H-index
207Paper Count
3.2KCitation Count
Published Papers 24
Publication Date
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Direct Feedback Alignment for Recurrent Neural Networks
errHIGH PERFORMANCE COMPUTING WORKSHOPS, ISC HIGH PERFORMANCE 2025 INTERNATIONAL WORKSHOPS
IF0
err2026-01-01
err0
PREAI
errFolchini, Sara; Cossu, Andrea; Ceni, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; Gallicchio, Claudio
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Benchmarking Nonlinear Readouts in Linear Reservoir Networks
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
IF0
err2026-01-01
err0
PREAI
errLagomarsini, Giacomo; Ceni, Andrea; Gallicchio, Claudio
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errSave
Informed machine learning for complex data
errNeurocomputing
IF6.5
err2025-12-22
err0
errOAAI
errLuca Oneto; Nicolò Navarin; Alessio Micheli; Luca Pasa; Claudio Gallicchio; Davide Bacciu; Davide Anguita
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errSave
Enhancing randomized recurrent neural networks with explainable attribution methods
errNeurocomputing
IF6.5
err2025-12-03
err0
PREAI
errFrancesco Spinnato; Andrea Ceni; Andrea Cossu; Riccardo Guidotti; Claudio Gallicchio; Davide Bacciu
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errSave
Embedded deep reservoir computing for modelling complex industrial systems
errIntegrated Computer-Aided Engineering
IF5.3
err2025-10-17
err0
errOAAI
errJosé Ramón Rodríguez-Ossorio; Claudio Gallicchio; Antonio Morán; Ignacio Díaz; Juan J Fuertes; Manuel Domínguez
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errSave
Hardware friendly deep reservoir computing
errNeural Networks
IF6.3
err2025-09-03
err0
errOAAI
errClaudio Gallicchio; Miguel C. Soriano
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errSave
Investigating over-parameterized randomized graph networks
errNEUROCOMPUTING
IF6.5
err2024-11-01
err0
errOAAI
errDonghi, Giovanni; Pasa, Luca; Oneto, Luca; Gallicchio, Claudio; Micheli, Alessio; Anguita, Davide; Sperduti, Alessandro; Navarin, Nicolo
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errSave
Residual Echo State Networks: Residual recurrent neural networks with stable dynamics and fast learning
errNEUROCOMPUTING
IF6.5
err2024-09-01
err2
PREAI
errCeni, Andrea; Gallicchio, Claudio
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errSave
Euler State Networks: Non-dissipative Reservoir Computing
errNEUROCOMPUTING
IF6.5
err2024-04-01
err0
errOAAI
errGallicchio, Claudio
errShare
errSave
Edge of Stability Echo State Network
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err1
PREAI
errCeni, Andrea; Gallicchio, Claudio
errShare
errSave
Continual adaptation of federated reservoirs in pervasive environments
errNEUROCOMPUTING
IF6.5
err2023-11-01
err4
PREAI
errDe Caro, Valerio; Gallicchio, Claudio; Bacciu, Davide
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errSave
Echo state graph neural networks with analogue random resistive memory arrays
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-02-13
err32
errOAAI
errWang, Shaocong; Li, Yi; Wang, Dingchen; Zhang, Woyu; Chen, Xi; Dong, Danian; Wang, Songqi; Zhang, Xumeng; Lin, Peng; Gallicchio, Claudio; Xu, Xiaoxin; Liu, Qi; Cheng, Kwang-Ting; Wang, Zhongrui; Shang, Dashan; Liu, Ming
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errSave
Special Issue on New Frontiers in Extremely Efficient Reservoir Computing
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err1
PREAI
errTanaka, Gouhei; Gallicchio, Claudio; Micheli, Alessio; Ortega, Juan-Pablo; Hirose, Akira
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errSave
Pyramidal Reservoir Graph Neural Network
errNEUROCOMPUTING
IF6.5
err2022-01-01
err9
errOAAI
errBianchi, F. M.; Gallicchio, Claudio; Micheli, Alessio
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errSave
Guest Editorial: Trends in Reservoir Computing
errCOGNITIVE COMPUTATION
IF4.3
err2021-06-04
err1
errOAAI
errScardapane, Simone; Gallicchio, Claudio; Micheli, Alessio; Soriano, Miguel C.
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errSave
Enhancing deep neural networks via multiple kernel learning
errPATTERN RECOGNITION
IF7.6
err2020-05-01
err39
PREAI
errLauriola, Ivano; Gallicchio, Claudio; Aiolli, Fabio
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errSave
Design of deep echo state networks
errNEURAL NETWORKS
IF6.3
err2018-12-01
err161
errOAAI
errGallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca
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errSave
Local Lyapunov exponents of deep echo state networks
errNEUROCOMPUTING
IF6.5
err2018-07-01
err49
errOAAI
errGallicchio, Claudio; Micheli, Alessio; Silvestri, Luca
errShare
errSave
Deep reservoir computing: A critical experimental analysis
errNEUROCOMPUTING
IF6.5
err2017-12-01
err327
errOAAI
errGallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca
errShare
errSave
Echo State Property of Deep Reservoir Computing Networks
errCOGNITIVE COMPUTATION
IF4.3
err2017-05-05
err110
PREAI
errGallicchio, Claudio; Micheli, Alessio
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errSave

Research Directions

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Co-authors
Cooperation Journals
刘
刘琦 (Qi Liu)
H-index: 82 · Papers: 699
K
Kwang‐Ting Cheng
H-index: 79 · Papers: 1.0K
刘
刘明 (Ming Liu)
H-index: 79 · Papers: 645
Z
Zhongrui Wang
H-index: 60 · Papers: 372
X
Xi Chen
H-index: 55 · Papers: 531
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