Bogacz-Group / PredictiveCodingLinks
☆47Updated last year
Alternatives and similar repositories for PredictiveCoding
Users that are interested in PredictiveCoding are comparing it to the libraries listed below
Sorting:
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- repository for grid cell network code☆73Updated 3 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆172Updated 3 years ago
- ☆204Updated 3 years ago
- A curated collection of neuroscience tasks with a common interface.☆313Updated last month
- Predictive Coding JAX-based library☆86Updated 9 months ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆30Updated last year
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆177Updated this week
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆72Updated 3 weeks ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆250Updated 3 weeks ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆142Updated 2 years ago
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆173Updated last week
- code for the paper, "flexible multitask computation in recurrent networks utilizes shared dynamical motifs"☆11Updated 11 months ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆164Updated last year
- A curated repository of Neuro-AI papers.☆48Updated 5 months ago
- ☆42Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆352Updated last year
- PyHGF: A neural network library for predictive coding☆116Updated 3 weeks ago
- Cosyne workshop tutorial 2022☆128Updated 3 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 3 weeks ago
- Papers and other material for getting started with Neuro-AI!☆56Updated 2 years ago
- Python tools for participating in Neural Latents Benchmark '21☆66Updated last week
- A repository for major/influential FEP and active inference papers.☆218Updated 4 years ago
- Training spiking neural networks for sound localization☆67Updated last month
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆161Updated 4 years ago
- Models and simulations for state space composition☆27Updated last year
- ☆35Updated 10 months ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆168Updated 5 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 7 years ago
- ☆88Updated 11 months ago