PyTorch model training and layer saturation monitor
visualization deep-learning pytorch pruning convolutional-neural-networks model-training training-monitor layer-saturation neural-dynamics
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Apr 1, 2023 - Python
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neural-dynamics
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Official implementation of the NeurIPS 25 Paper: "Diffusion Generative Modeling on Lie Group Representations"
generative-model lie-groups riemannian-geometry neural-dynamics diffusion-models score-matching flow-models
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Dec 12, 2025 - Jupyter Notebook
A collection of educational Python script for Neural Dynamics
python computational-neuroscience neural-networks spiking-neural-networks python-tutorial snn neural-dynamics nestsimulator
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May 25, 2026 - Python
Activation-aligned asynchronous residual CEM-MPC for position-controlled manipulators with learned dynamics.
robotics motion-planning inverse-kinematics robot-arm model-predictive-control mujoco neural-dynamics soarm-101 residual-mpc
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Aug 10, 2026 - Python
aNA (Autonomous Neural Architecture) AI Project: A bio-inspired cognitive framework focused on targeted plasticity, energy sobriety, and the elegance of living mechanisms.
python neuroscience artificial-intelligence computational-neuroscience plasticity bio-inspired cognitive-architecture predictive-coding free-energy-principle neural-dynamics sustainable-ai world-model cortical-layers architectural-thinking path-to-agi
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Jun 2, 2026 - Python
Computational neural network model incorporating neuromorphological alterations present in animal models of Down Syndrome. Main publication: https://doi.org/10.1371/journal.pcbi.1012259
computational-neuroscience down-syndrome neural-dynamics izhikevich-model neuronal-dynamics gamma-oscillations
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Sep 10, 2024 - C
Computational neuroscience modeling project with reproducible simulations of excitability, adaptation, synchrony, and population-level EEG-like activity.
python reproducible-research eeg computational-neuroscience scientific-computing neural-modeling integrate-and-fire neural-dynamics dynamical-system neural-mass-models
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Apr 21, 2026 - Python
A Brian2-based spiking neural network model for perceptual decision-making, featuring selective inhibition control and top-down modulation. The GUI supports real-time visualization and comprehensive analyses, including single-trial and multiple-trial performance metrics such as psychometric curves, reaction times (RT), and energy landscapes
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Mar 13, 2026 - Python
Information Theoretic MPC with Neural Dynamics Modeling
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Jul 10, 2024 - Jupyter Notebook
Computable metric for autonomous internal dynamics in neural systems (CCI + MRC-C)
tcg entropy rendering information-theory chaos eeg dynamical-systems ai-safety interpretability neural-dynamics safe-ai hallucination-detection mrc-c moll-i
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Apr 29, 2026 - Python
Code and data of the paper Clusella et al. "Complex spatiotemporal oscillations emerge from transverse instabilities in large-scale brain networks" (2023) https://doi.org/10.1371/journal.pcbi.1010781
computational-neuroscience simulations nonlinear-dynamics brain-networks neural-dynamics bifurcation-analysis auto-07p
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May 2, 2023 - C
An Engine for Dynamic Enhancement and Noise Overcoming in Spatiotemporal Multimodal Neural Observations via High-density Microelectrode Arrays
neural-networks spike-sorting neural-dynamics clustering-algorithms high-density-mea large-scale-neural-recordings
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Jul 31, 2025 - Python
PhD proposal: Geometric Signatures of Computational Motifs in Neural Population Dynamics
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May 17, 2026 - Python
Neurophysical core — private. This repository contains a public showcase: a brief description of capabilities, an example (raw) dataset, and a demo video of the neurophysical core in action.
simulation physics-engine physics-simulation ai-research world-models neural-dynamics causal-learning world-model
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Feb 16, 2026
A simulation of the simplest model of a firing neuron — showing how it charges up like a leaky battery and fires a spike once it hits a threshold.
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Jul 4, 2026 - Python
Biological and medical applications of the Symmetrical Convergence (SymC) framework. Exploring critical damping in cellular, neurological, and immune systems for stability and adaptive control.
systems-biology neuroscience nonlinear-dynamics control-theory alzheimers-disease dementia biomedical-engineering parkinsons-disease oncology stability-analysis neural-dynamics movement-disorders neurodegeneration computational-medicine viral-dynamics symc epidemiological-modeling tumor-dynamics addiction-research
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Sep 6, 2026 - TeX
A framework for constructing digital twins of brain dynamics. Reconstruct functional networks from signals and run simulations using coupled oscillator models.
python signal-processing computational-neuroscience digital-twin network-neuroscience neural-dynamics coupled-oscillators brain-simulation
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May 31, 2026 - Python
This repository contains the implementation of a wide variety of Neuroscience Projects in different applications of computational neuroscience, behavioral analysis, task design with Psychopy. These projects include university projects and projects implemented due to interest in Neuroscience.
decoding neuroscience computational-neuroscience psychopy psth cognitive-modeling neural-dynamics behavioral-analysis raster-plot
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Sep 9, 2022 - Jupyter Notebook
A compact Python implementation of a 5D cortical pacemaker model with Feller multiplicative noise.
python scientific-computing stochastic-differential-equations neural-dynamics feller-process coherence-resonance
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Aug 20, 2026 - Python
Computational neuroscience experiments and learning notebooks.
python simulation neuroscience computational-neuroscience statistical-inference decision-theory neural-dynamics neural-encoding
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Jul 11, 2026 - Python
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