takuyaisomura / reverse_engineering
Reverse engineering neural networks
☆22Updated this week
Alternatives and similar repositories for reverse_engineering:
Users that are interested in reverse_engineering are comparing it to the libraries listed below
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆37Updated 6 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆36Updated last month
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆15Updated 4 years ago
- Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020☆10Updated 4 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆43Updated 5 months ago
- Predictive coding in Python☆64Updated 11 months ago
- Flexible Inference for Predictive Coding Networks in JAX.☆31Updated 2 weeks ago
- NGC Museum: Biomimetic Credit Assignment and Brain-Inspired Computing with NGC-Learn☆12Updated last week
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆29Updated 5 years ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆44Updated 10 months ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- A connectome-constrained deep mechanistic network (DMN) model of the fruit fly visual system in PyTorch.☆53Updated last month
- ☆37Updated 2 years ago
- Quantify geometric intelligence in natural and artificial brains.☆50Updated 3 months ago
- PyHGF: A neural network library for predictive coding☆67Updated last week
- ☆19Updated last month
- Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).☆17Updated 9 months ago
- ☆32Updated 11 months ago
- ☆40Updated 2 years ago
- ☆9Updated last month
- Software for using predictive coding algorithms to train PyTorch models.☆19Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆78Updated 7 months ago
- Reinforcement learning tutorial☆24Updated 7 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Interactive demos describing the main concepts behind GFlowNets☆10Updated last year
- ☆28Updated last year
- ☆28Updated last year
- A domain specific language for neuron and synapse models in spiking neural network simulation☆57Updated this week
- Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction …☆48Updated last year