libilab / PCN-with-Local-Recurrent-Processing
Code for "Deep predictive coding network with local recurrent processing for object recognition"
☆28Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for PCN-with-Local-Recurrent-Processing
- Code for "Deep predictive coding network for object recognition"☆23Updated 4 years ago
- ☆27Updated 5 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 5 years ago
- Biologically-realistic recurrent convolutional neural networks☆96Updated last year
- A repository collating interesting and/or influential predictive coding papers☆57Updated 3 years ago
- An implementation of Olshausen and Field (96) in PyTorch☆29Updated 4 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 8 years ago
- Deep Learning without Weight Transport☆34Updated 5 years ago
- repository for grid cell network code☆51Updated last year
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆23Updated 5 years ago
- Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retina☆16Updated 5 years ago
- ☆109Updated 8 months ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆26Updated last year
- gradient-free act max for visual neurons☆48Updated 3 years ago
- ☆46Updated 3 years ago
- Code for Neural Population Control☆18Updated 5 years ago
- ☆68Updated 2 years ago
- ☆26Updated last year
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆159Updated 5 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆37Updated last year
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆13Updated 5 years ago
- Responses of 10,000 neurons to 2,800 natural images☆67Updated 5 years ago
- Repository for VOneNet models☆112Updated last year
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆87Updated 3 months ago
- neuronal message passing☆16Updated 6 years ago
- Short-term plasticity RNN models in Tensorflow☆33Updated 4 years ago
- ☆34Updated 2 years ago
- Code for Cadena, S. A, et al. (2019). Deep convolutional models improve predictions of macaque V1 responses to natural images. Plos Compu…☆15Updated 5 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆22Updated 3 years ago