takuyaisomura / reverse_engineering
Reverse engineering neural networks
☆22Updated last year
Related projects ⓘ
Alternatives and complementary repositories for reverse_engineering
- Predictive coding in Python☆64Updated 7 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆36Updated 3 weeks ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆35Updated 2 months ago
- NGC Museum: Biomimetic Credit Assignment and Brain-Inspired Computing with NGC-Learn☆12Updated 3 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆14Updated 4 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆39Updated last month
- PyHGF: A neural network library for predictive coding☆56Updated last week
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).☆17Updated 5 months ago
- Free Energy Principle and Active Inference tutorials for newbies☆41Updated 4 years ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆39Updated 6 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆28Updated 2 weeks ago
- ☆18Updated 7 years ago
- repository for grid cell network code☆53Updated last year
- NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python☆124Updated this week
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆21Updated 3 years ago
- A connectome-constrained deep mechanistic network (DMN) model of the fruit fly visual system in PyTorch.☆36Updated 3 weeks ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆28Updated 5 years ago
- Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.☆14Updated last year
- Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit☆13Updated 2 years ago
- Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)☆77Updated 2 weeks ago
- ☆46Updated 3 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆63Updated 2 weeks ago
- Topographic Deep Artificial Neural Networks☆50Updated last month
- The COntextual INference (COIN) model☆18Updated 3 months ago
- ☆35Updated 2 years ago
- ☆38Updated 9 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- tomsup 👍 Theory of Mind Simulation using Python. A package that allows for easy agent-based modelling of recursive Theory of Mind☆65Updated last year
- A block modeling system for cognitive neuroscience☆87Updated this week