miyosuda / predictive_coding
Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects
☆23Updated 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
- ☆40Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆71Updated 3 years ago
- repository for grid cell network code☆61Updated 2 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆151Updated 4 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆41Updated 3 years ago
- Predictive coding in Python☆64Updated 11 months ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆150Updated 2 years ago
- ☆38Updated last year
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆15Updated 4 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆82Updated last year
- PyHGF: A neural network library for predictive coding☆67Updated last week
- ☆187Updated 2 years ago
- Topographic Deep Artificial Neural Networks☆51Updated 5 months ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆33Updated 3 weeks ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- ☆13Updated 2 years ago
- ☆27Updated last year
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆29Updated 5 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆94Updated 7 months ago
- ☆22Updated 3 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 2 years ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year
- ☆11Updated 10 months ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆28Updated 7 months ago
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆140Updated this week
- gradient-free act max for visual neurons☆49Updated 3 years ago
- Code for "Deep predictive coding network for object recognition"☆25Updated 4 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆36Updated last month