Bogacz-Group / PredictiveCodingLinks
☆43Updated last year
Alternatives and similar repositories for PredictiveCoding
Users that are interested in PredictiveCoding are comparing it to the libraries listed below
Sorting:
- Implementation of the Tolman Eichenbaum Machine in pytorch☆158Updated 3 years ago
- ☆193Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆88Updated 4 years ago
- Python tools for participating in Neural Latents Benchmark '21☆61Updated last year
- repository for grid cell network code☆65Updated 2 years ago
- code for the paper, "flexible multitask computation in recurrent networks utilizes shared dynamical motifs"☆10Updated 5 months ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆233Updated 2 months ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆156Updated last year
- Predictive Coding JAX-based library☆78Updated 4 months ago
- A curated collection of neuroscience tasks with a common interface.☆295Updated this week
- ☆80Updated 6 months ago
- Papers from the intersection of deep learning and neuroscience☆421Updated 2 weeks ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated last week
- Models and simulations for state space composition☆23Updated 8 months ago
- PyHGF: A neural network library for predictive coding☆93Updated this week
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆51Updated last year
- A reservoir computing toolbox for neuroscientists☆106Updated 8 months ago
- Training spiking neural networks for sound localization☆66Updated 2 months ago
- ☆80Updated 3 years ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆127Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆326Updated last year
- A curated repository of Neuro-AI papers.☆47Updated 3 years ago
- ☆41Updated 3 years ago
- Papers and other material for getting started with Neuro-AI!☆53Updated 2 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆157Updated 3 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆111Updated 7 months ago
- Tutorial codes for modeling brains with neural nets☆233Updated 4 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆70Updated 6 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆139Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆159Updated 4 years ago