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Matteo Pinna's picture
2 4

Matteo Pinna

nennomp
borisMI's profile picture
·
https://nennomp.github.io/
  • nennomp
  • nennomp
  • matteo-pinna

AI & ML interests

Deep Learning, State Space Models, Reservoir Computing

Organizations

German Center for Open Source AI's profile picture

Collections 2

Recurrent Neural Networks and State Space Models
  • pLSTM: parallelizable Linear Source Transition Mark networks

    Paper • 2506.11997 • Published Jun 13, 2025 • 10
Reservoir Computing
  • Residual Reservoir Memory Networks

    Paper • 2508.09925 • Published Aug 13, 2025 • 1
  • Deep Residual Echo State Networks: exploring residual orthogonal connections in untrained Recurrent Neural Networks

    Paper • 2508.21172 • Published Aug 28, 2025 • 2
  • ParalESN: Enabling parallel information processing in Reservoir Computing

    Paper • 2601.22296 • Published Jan 29 • 1
Recurrent Neural Networks and State Space Models
  • pLSTM: parallelizable Linear Source Transition Mark networks

    Paper • 2506.11997 • Published Jun 13, 2025 • 10
Reservoir Computing
  • Residual Reservoir Memory Networks

    Paper • 2508.09925 • Published Aug 13, 2025 • 1
  • Deep Residual Echo State Networks: exploring residual orthogonal connections in untrained Recurrent Neural Networks

    Paper • 2508.21172 • Published Aug 28, 2025 • 2
  • ParalESN: Enabling parallel information processing in Reservoir Computing

    Paper • 2601.22296 • Published Jan 29 • 1

Papers 3

arxiv:2601.22296
arxiv:2508.21172
arxiv:2508.09925

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