fonsc / predictive-codingLinks
Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
☆31Updated 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:
- NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.☆57Updated 5 months ago
- ☆14Updated 3 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- A large database of artificial neural network statistics during training☆15Updated 4 years ago
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 7 years ago
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆52Updated 3 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆91Updated last year
- Predictive coding in Python☆69Updated last year
- ☆41Updated 3 years ago
- ☆24Updated 5 years ago
- Responses of 10,000 neurons to 2,800 natural images☆72Updated 6 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆162Updated 4 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 4 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated 2 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 6 years ago
- Quantify geometric intelligence in natural and artificial brains.☆51Updated 4 months ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆28Updated 2 years ago
- ☆40Updated last year
- Software for using predictive coding algorithms to train PyTorch models.☆26Updated last year
- Deep Learning without Weight Transport☆36Updated 6 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆50Updated 4 years ago
- Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023☆26Updated 7 months ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆24Updated 4 years ago
- ☆22Updated 8 months ago
- The code for performing MTL on object recognition with neural data☆15Updated 3 years ago
- ☆28Updated 6 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆158Updated 3 years ago
- Topographic Deep Artificial Neural Networks☆53Updated this week
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆44Updated 4 years ago