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Jan 24, 2024 - Python
hebbian-learning
Here are 70 public repositories matching this topic...
On the use of associative memory in Hopfield networks designed to solve propositional satisfiability problems
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Mar 14, 2024 - Python
Code for Computational Neuroscience course 2020/2021 @ UniPi
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Sep 23, 2021 - MATLAB
🐣 Code for my master thesis "Biologically Plausible Deep Learning through Neuroevolution"
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Sep 30, 2022 - Jupyter Notebook
Projects of the course Artificial Neural Networks by Dr. Mozayani - Fall 2019
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Mar 16, 2020 - Jupyter Notebook
Hopfield network for pattern recognition trained with either the Hebbian or Storkey learning rule
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Nov 20, 2022 - Jupyter Notebook
A neural network model builder, leveraging a neuro-symbolic interface.
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Aug 17, 2023 - Python
This repository encloses the programmatic part of the research into equivalence of Hebbian learning and the SVN formalism, exploring hypothesis brought forward in [On the equivalence of Hebbian learning and the SVM formalism [Nowotny, T and Huerta, R]
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Jul 27, 2023 - MATLAB
neural representations of Hebbian Predictive Coding network in visual classification and generalisation
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Oct 12, 2022 - Python
This project is for simple implementation of the Hebbian learning principle in the book: An Introduction to Theories of Learning, by M. H. Olsen.
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May 24, 2019 - Python
Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions
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Mar 26, 2024 - Python
Recovering Helmholtz's pattern from Hebbian plasticity
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Aug 14, 2020 - Julia
This repository serves as a collection of implementations and resources for various computational neuroscience techniques, including Hopfield's network,hebbian learning and common spatial patterns etc.
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Jul 6, 2023 - Jupyter Notebook
Create Hebbian AI robots and evolve their brains to walk
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Feb 1, 2024 - C#
This project is to model the Calcium dynamics during long term potential triggered by repetitive pre-post spike pairs.
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Jul 3, 2019 - MATLAB
ALL THE PROGRAMS FOR 7TH SEM SOFT COMPUTING COURSE ARE AVAILABLE HERE
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Aug 12, 2020 - C++
Computational Neuroscience models
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Sep 8, 2021 - MATLAB
Using lessons inspired from the seminal PDP book to compare performance between learning algorithms and neural network architectures, as well as data processing techniques.
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Jan 28, 2019 - Python
The simple education version of Hebbian learning algorithm.
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Oct 15, 2020 - C++
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