Code for "Deep predictive coding network for object recognition"
☆25Apr 2, 2020Updated 5 years ago
Alternatives and similar repositories for PCN-with-Global-Recurrent-Processing
Users that are interested in PCN-with-Global-Recurrent-Processing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆30Aug 13, 2024Updated last year
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Jun 14, 2018Updated 7 years ago
- Implementation for "An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Pl…☆15Oct 10, 2018Updated 7 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆12Oct 12, 2020Updated 5 years ago
- ☆14Oct 7, 2022Updated 3 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆27Jul 11, 2019Updated 6 years ago
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 3 years ago
- Predictive coding in Python☆69Mar 30, 2024Updated last year
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆48Sep 20, 2023Updated 2 years ago
- Variational Reinforcement Learning☆17Jul 25, 2024Updated last year
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Oct 31, 2024Updated last year
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Jul 6, 2023Updated 2 years ago
- Repository for ML Reproducibility Challenge 2020 for the Neurips paper, "The Value Equivalence Principle for Model-Based Reinforcement Le…☆18Apr 13, 2021Updated 4 years ago
- Official Implementation of the paper "Variational Causal Networks: Approximate Bayesian Inference over Causal Structures"☆17Nov 19, 2021Updated 4 years ago
- Continual learning using variational prototype replays☆10Oct 17, 2020Updated 5 years ago
- Code related to the ELM neuron.☆13Feb 27, 2024Updated 2 years ago
- A minimal implementation of Go-Explore without domain knowledge☆15Apr 26, 2021Updated 4 years ago
- The wake-sleep algorithm for unsupervised neural networks☆12Jun 17, 2018Updated 7 years ago
- Python implementation of fast-oopsi, smc-oopsi, wiener, and discretize with binning☆15May 17, 2022Updated 3 years ago
- ☆13Mar 16, 2019Updated 7 years ago
- Implementing Visual Saliency Models☆13Jan 10, 2018Updated 8 years ago
- ☆13Oct 29, 2022Updated 3 years ago
- Code for our study looking at aversive learning online☆11Nov 29, 2022Updated 3 years ago
- ☆12Mar 1, 2024Updated 2 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆46Nov 22, 2022Updated 3 years ago
- Demo page of our paper Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks With Guided Attention, ICASSP 201…☆15May 30, 2021Updated 4 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆33Oct 18, 2019Updated 6 years ago
- ☆10Nov 27, 2023Updated 2 years ago
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆15Jul 24, 2024Updated last year
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆30Jun 30, 2020Updated 5 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- A PyTorch implementation of Fader Networks: Manipulating Images by Sliding Attributes by Lample et al.☆12Aug 27, 2017Updated 8 years ago
- Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection☆13Nov 6, 2020Updated 5 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- [ACL'24] WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations☆13Sep 11, 2024Updated last year
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- Open source code combining implementations of Upside Down Reinforcement Learning and Reward Conditioned Policies☆19Mar 10, 2021Updated 5 years ago
- "Towards Scaling Difference Target Propagation by Learning Backprop Targets" (ICML 2022)☆12Jan 17, 2023Updated 3 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago