Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

• Complexity and Criticality in Neuro-Inspired Reservoirs

  2025 Lecture notes in computer science conference-paper Computer Science Neural Networks and Reservoir Computing Open access

  0

  citations
• Fixed point geometry in chaotic neural networks

  2025 Physical Review Research article Physics and Astronomy Chaos control and synchronization Open access

  6

  citations
• Statistical temporal pattern extraction by neuronal architecture

  2023 Physical Review Research article Computer Science Neural Networks and Applications Open access

  1

  citations
• Signal denoising through topographic modularity of neural circuits

  2023 eLife article Neuroscience Neural dynamics and brain function Open access

  3

  citations
• Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn

  2022 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access

  9

  citations
• Embedded Devices for Neuromorphic Time-Series Assessment

  2022 Research Explorer (The University of Manchester) review Engineering Advanced Memory and Neural Computing Open access

  667

  citations
• Signal denoising through topographic modularity of neural circuits

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  0

  citations
• 2022 roadmap on neuromorphic computing and engineering

  2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  0

  citations
• Transient Chaotic Dimensionality Expansion by Recurrent Networks

  2021 Physical Review X article Computer Science Neural Networks and Reservoir Computing Open access

  27

  citations
• Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks

  2021 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access

  23

  citations
• Unfolding recurrence by Green's functions for optimized reservoir computing

  2020 arXiv (Cornell University) preprint Computer Science Neural Networks and Reservoir Computing Open access

  0

  citations
• Self-consistent formulations for stochastic nonlinear neuronal dynamics

  2020 Physical review. E article Physics and Astronomy stochastic dynamics and bifurcation Open access

  15

  citations
• Unsupervised learning and clustered connectivity enhance reinforcement learning in spiking neural networks

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  1

  citations

13 results