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clustering-nn Public
attempted implementation of "Neuromorphic Online Clustering and Classification" https://arxiv.org/abs/2310.17797
Python UpdatedJun 27, 2024 -
space-time-algebra Public
Python implementation of some of "Space-Time Algebra: A Model for Neocortical Computation" https://ieeexplore.ieee.org/abstract/document/8416835
Python UpdatedJun 23, 2024 -
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mlrose Public
Forked from hiive/mlrosePython package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedFeb 29, 2024 -
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bogacz-fe-tut Public
implementing https://www.sciencedirect.com/science/article/pii/S0022249615000759
Python UpdatedJan 31, 2024 -
pcrl Public
predictive coding-based RL. both Active Neural Generative Coding and Prospective Configuration
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ngc Public
Implementation of Neural Generative Coding
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crafter Public
Forked from danijar/crafterBenchmarking the Spectrum of Agent Capabilities
Python MIT License UpdatedJan 23, 2024 -
ngc-learn Public
Forked from NACLab/ngc-learnNGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python
Python BSD 3-Clause "New" or "Revised" License UpdatedJan 19, 2024 -
Prospective-Configuration Public
Forked from YuhangSong/Prospective-ConfigurationThis repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropagation."
Python GNU Affero General Public License v3.0 UpdatedJan 12, 2024 -
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pc-graphs Public
Attempted PyTorch implementation of "Learning on Arbitrary Graph Topologies via Predictive Coding"
Python UpdatedDec 23, 2023 -
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manual-mlp Public
manual implementation of an MLP MNIST classifier in pytorch
Python UpdatedDec 17, 2023 -
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ContinualPTNCN Public
Forked from AnkurMali/ContinualPTNCNWe 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 backwa…
Python MIT License UpdatedNov 29, 2023 -
collective_motion_actinf Public
Forked from conorheins/collective_motion_actinfCode for simulating collective motion from groups of continuous-time and -space active inference agents.
Python UpdatedNov 18, 2023 -
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LRA-E Public
Forked from AnkurMali/LRA-EAAAI 2019 LRA-E Model
Python MIT License UpdatedOct 1, 2023 -
awesome-conformal-prediction Public
Forked from syedmfuad/awesome-conformal-predictionA professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Creative Commons Zero v1.0 Universal UpdatedAug 11, 2023 -
awesome-neuro-ai-papers Public
Forked from CYHSM/awesome-neuro-ai-papersPapers from the intersection of deep learning and neuroscience
UpdatedJul 21, 2023 -
memory-maze Public
Forked from jurgisp/memory-mazeEvaluating long-term memory of reinforcement learning algorithms
Python MIT License UpdatedJun 23, 2023 -
MinAtar Public
Forked from kenjyoung/MinAtarPython GNU General Public License v3.0 UpdatedJun 2, 2023 -
BIMT Public
Forked from KindXiaoming/BIMTBrain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.
Jupyter Notebook UpdatedMay 19, 2023 -
atari-rl Public
various learnings related to the Atari (ALE) RL environment from gymnasium (https://gymnasium.farama.org/)
Python UpdatedMay 14, 2023