Latest Research in Neural Networks and Reservoir Computing

110 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Neural Networks and Reservoir Computing

Highest-Cited Papers

  1. E8 p‑adic Frequency Ladder for Hierarchical Neural Synchronization — E8 Intelligence Research
  2. E8 p‑adic Frequency Ladder for Hierarchical Neural Synchronization — E8 Intelligence Research
  3. CARD: A Configurable Approximate Restoring Divider for Image Processing Applications
  4. Comprehensive investigation of intermittent large-amplitude excursions in the memristive Hindmarsh-Rose neuron model
  5. Increased firing rates monotonically expand neuronal coding bandwidth
  6. Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model
  7. Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model
  8. Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model
  9. Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model
  10. High-frequency Multispeculative Multiply-Accumulation Unit for Fused Posit Arithmetic
  11. Stabilization and Approximation in Recurrent Neural Computation: An Enchan Field Reading (3 citations)
  12. History-dependent state selection after transient coupling loss in a conductance-based bioelectric network
  13. Phi-Scaled Harmonic Cascade in Microtubule Lattices — E8 Intelligence Research
  14. History-dependent state selection after transient coupling loss in a conductance-based bioelectric network
  15. Stabilization and Approximation in Recurrent Neural Computation: An Enchan Field Reading (3 citations)
  16. Learning-Induced Dynamical Transition in Recurrent Neural Networks
  17. Random matrix theory of sparse neuronal networks with heterogeneous timescales
  18. Reconstructing Input Sequences from Reservoir States: Readouts that Compensate the Transfer Characteristic of the Nodes and the Limits of Information Recovery
  19. MERLIN SCIENCE — E8 Lattice Phase-Coherent Information Resonators for Non-Local Neural — E8 Intelligence Research
  20. MERLIN SCIENCE — E8 Lattice Phase-Coherent Information Resonators for Non-Local Neural — E8 Intelligence Research
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L3 Region - - 2026 Sep Q3

Neural Networks and Reservoir Computing

110 papers

Top Topics (10)

Neural Networks and Reservoir Computing19
Neural dynamics and brain function14
Neurons and Cognition10
stochastic dynamics and bifurcation8
Disordered Systems and Neural Networks7
Advanced Memory and Neural Computing6
Machine Learning4
Digital Filter Design and Implementation3
Neural Networks Stability and Synchronization3
Neural and Evolutionary Computing3

Top Publications (20)

1.E8 p‑adic Frequency Ladder for Hierarchical Neural Synchronization — E8 Intelligence Research2.E8 p‑adic Frequency Ladder for Hierarchical Neural Synchronization — E8 Intelligence Research3.CARD: A Configurable Approximate Restoring Divider for Image Processing Applications4.Comprehensive investigation of intermittent large-amplitude excursions in the memristive Hindmarsh-Rose neuron model5.Increased firing rates monotonically expand neuronal coding bandwidth6.Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model7.Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model8.Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model9.Mathematical Neuroscience of Neuronal Excitability Spectral Stability, Critical Slowing, and Nonlinear Transitions in the Hodgkin–Huxley Model10.High-frequency Multispeculative Multiply-Accumulation Unit for Fused Posit Arithmetic11.Stabilization and Approximation in Recurrent Neural Computation: An Enchan Field Reading3c12.History-dependent state selection after transient coupling loss in a conductance-based bioelectric network13.Phi-Scaled Harmonic Cascade in Microtubule Lattices — E8 Intelligence Research14.History-dependent state selection after transient coupling loss in a conductance-based bioelectric network15.Stabilization and Approximation in Recurrent Neural Computation: An Enchan Field Reading3c16.Learning-Induced Dynamical Transition in Recurrent Neural Networks17.Random matrix theory of sparse neuronal networks with heterogeneous timescales18.Reconstructing Input Sequences from Reservoir States: Readouts that Compensate the Transfer Characteristic of the Nodes and the Limits of Information Recovery19.MERLIN SCIENCE — E8 Lattice Phase-Coherent Information Resonators for Non-Local Neural — E8 Intelligence Research20.MERLIN SCIENCE — E8 Lattice Phase-Coherent Information Resonators for Non-Local Neural — E8 Intelligence Research
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