Latest Research in Neurons and Cognition

16 research papers · 2026 median publication year

Top Research Topics in Neurons and Cognition

Highest-Cited Papers

  1. Data-driven mean-field within whole-brain models
  2. Neural noise enables accurate internal simulation of rare events
  3. Hierarchical feature binding in a spiking neural network model of the primate ventral visual pathway
  4. Decoding Neuronal Ensembles from Spatially-Referenced Calcium Traces: A Bayesian Semiparametric Approach
  5. Axonal delay dispersion decides whether a neuron detects an event or a sequence, and predicts cortical column diameter
  6. Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks
  7. A unified model of short- and long-term plasticity: Effects on network connectivity and information capacity
  8. Low-Complexity Three-Layer GII Encoders Based on a Grouping Strategy
  9. SUSNN: A Self-Unifying Spiking Neural Network Architecture Driven by Prediction-Error Minimization
  10. Bits per Spike as a Betting Game: An Interpretable Unit for Held-Out Log-Likelihood in Neural Data Analysis
  11. Cerebellar microcircuits enable robust evidence-based decisions through cortico–cerebellar coupling
  12. Joint encoding of “what” and “when” predictions through error-modulated plasticity in biologically plausible spiking networks
  13. Graph-based complexity and computational capabilities of proteinoid spike systems
  14. Tuft dendrite spikes are accompanied by selective input from distinct functional networks
  15. Finite-state Markovian surrogates for long-time neuronal state distributions and firing rates
  16. Compositional neurosymbolic representations enable efficient active exploration
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L3 Region - - 2026 Sep Q3

Neurons and Cognition

16 papers

Top Topics (10)

Neurons and Cognition3
Neural dynamics and brain function3
Methodology2
Functional Brain Connectivity Studies1
Machine Learning1
Neural Networks and Reservoir Computing1
Advanced Data Storage Technologies1
Advanced Memory and Neural Computing1
Vestibular and auditory disorders1
Biochemical Analysis and Sensing Techniques1

Top Publications (16)

1.Data-driven mean-field within whole-brain models2.Neural noise enables accurate internal simulation of rare events3.Hierarchical feature binding in a spiking neural network model of the primate ventral visual pathway4.Decoding Neuronal Ensembles from Spatially-Referenced Calcium Traces: A Bayesian Semiparametric Approach5.Axonal delay dispersion decides whether a neuron detects an event or a sequence, and predicts cortical column diameter6.Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks7.A unified model of short- and long-term plasticity: Effects on network connectivity and information capacity8.Low-Complexity Three-Layer GII Encoders Based on a Grouping Strategy9.SUSNN: A Self-Unifying Spiking Neural Network Architecture Driven by Prediction-Error Minimization10.Bits per Spike as a Betting Game: An Interpretable Unit for Held-Out Log-Likelihood in Neural Data Analysis11.Cerebellar microcircuits enable robust evidence-based decisions through cortico–cerebellar coupling12.Joint encoding of “what” and “when” predictions through error-modulated plasticity in biologically plausible spiking networks13.Graph-based complexity and computational capabilities of proteinoid spike systems14.Tuft dendrite spikes are accompanied by selective input from distinct functional networks15.Finite-state Markovian surrogates for long-time neuronal state distributions and firing rates16.Compositional neurosymbolic representations enable efficient active exploration
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