miyosuda / predictive_codingLinks
Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects
☆24Updated 6 years ago
Alternatives and similar repositories for predictive_coding
Users that are interested in predictive_coding are comparing it to the libraries listed below
Sorting:
- Implementation of the Tolman Eichenbaum Machine in pytorch☆162Updated 3 years ago
- ☆195Updated 3 years ago
- A repository collating interesting and/or influential predictive coding papers☆89Updated 4 years ago
- repository for grid cell network code☆65Updated 2 years ago
- ☆41Updated 3 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆161Updated 4 years ago
- Predictive coding in Python☆69Updated last year
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆89Updated last year
- ☆39Updated last year
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 2 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆30Updated last year
- Predictive Coding JAX-based library☆81Updated 5 months ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆51Updated last year
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆101Updated last year
- Topographic Deep Artificial Neural Networks☆53Updated 11 months ago
- A curated collection of neuroscience tasks with a common interface.☆297Updated last week
- ☆31Updated 2 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 4 years ago
- A repository for major/influential FEP and active inference papers.☆208Updated 4 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆158Updated 3 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆35Updated 7 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆43Updated 3 years ago
- repo for code for paper on general theory associative memory models☆21Updated 3 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆140Updated last year
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆155Updated last week
- gradient-free act max for visual neurons☆49Updated 4 years ago
- ☆15Updated 2 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago