Brain Dynamics Programming in Python
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Dec 17, 2025 - Python
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brain-inspired-computing
Here are 13 public repositories matching this topic...
NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python
python machine-learning neuroscience computational-neuroscience neural-networks cognitive-science spiking-neural-networks free-energy learning-algorithms hebbian-learning credit-assignment jax spiking-networks predictive-coding biological-neural-networks local-learning brain-inspired-computing spike-timing-dependent-plasticity predictive-processing neuroai
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Dec 23, 2025 - Python
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
machine-learning tensorflow neuroscience recurrent-networks neural-networks cognitive-science learning-algorithms credit-assignment predictive-coding biological-neural-networks local-learning brain-inspired-computing forward-forward forward-learning forward-pass-learning predictive-forward-forward
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Apr 2, 2023 - Python
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
machine-learning reinforcement-learning complex-networks reservoir-computing neuroinformatics hopfield-network hebbian-learning autonomous-agents cortical-learning cortical-network point-neurons self-organizing-network neuroplasticity bolzmann-machines neuro-computing brain-inspired-computing sorn self-organizing-criticality associative-networks
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Sep 4, 2024 - Python
Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.
machine-learning neuroscience neural-networks cognitive-science jax predictive-coding active-inference brain-inspired-computing
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Feb 19, 2024 - Python
[ASP-DAC 2025] "NeuronQuant: Accurate and Efficient Post-Training Quantization for Spiking Neural Networks" Official Implementation
spiking-neural-networks neuromorphic neuromorphic-computing brain-inspired-computing post-training-quantization
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Mar 6, 2025 - Python
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
machine-learning numpy neuroscience recurrent-neural-networks cognitive-science language-model predictive-coding biological-neural-networks tensorflow2 local-learning brain-inspired-computing
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Nov 29, 2023 - Python
CSDP: Biological Credit Assignment for Spiking Neural Circuits
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May 1, 2025 - Python
A Python Library for Continuous Attractor Neural Networks
python neural-circuits grid-cell brain-inspired-computing brain-inspired-ai place-cell continous-attractor
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Dec 22, 2025 - Python
Enabling Event-driven Computation in Brain Dynamics
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Nov 20, 2025 - Python
STAC (Spiking Transformer Augmenting Cognition) converts pretrained transformer LLMs (e.g., DistilGPT-2, SmolLM2-1.7B-Instruct) into energy-efficient Spiking Neural Networks (SNNs) while preserving coherent multi-turn conversational ability.
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Dec 22, 2025 - Python
PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network
machine-learning reinforcement-learning deep-learning neuroscience spiking-neural-networks dynamical-modeling criticality artifical-intelligense spiking-cortical-model self-organizing-network brain-inspired-computing
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Dec 8, 2022 - Python
Causal Cognitive Architecture 8 (CCA8): a Python simulation of a neonatal mountain goat brain and a prototype Robotic Cognitive Operating System (RCOS) kernel.
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Dec 23, 2025 - Python
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