fonsc / predictive-coding
Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
☆29Updated 5 years ago
Alternatives and similar repositories for predictive-coding:
Users that are interested in predictive-coding are comparing it to the libraries listed below
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆49Updated 3 years ago
- ☆13Updated 2 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.☆51Updated last month
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 6 years ago
- ☆24Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆15Updated 4 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆40Updated 2 years ago
- ☆27Updated 5 years ago
- Neural Optimal Feedback Control☆11Updated 2 years ago
- A large database of artificial neural network statistics during training☆15Updated 4 years ago
- repository for grid cell network code☆59Updated 2 years ago
- Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020☆10Updated 4 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- ☆35Updated 2 years ago
- A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers☆11Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- A repository collating interesting and/or influential predictive coding papers☆64Updated 3 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- ☆38Updated 11 months ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆26Updated last year
- The code for performing MTL on object recognition with neural data☆15Updated 3 years ago
- Quantify geometric intelligence in natural and artificial brains.☆48Updated last month
- Deep Learning without Weight Transport☆34Updated 5 years ago
- ☆47Updated 3 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
- Code for "Deep predictive coding network for object recognition"☆25Updated 4 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆18Updated 11 months ago
- The framework for inferring Langevin dynamics from spike data☆27Updated 2 weeks ago