Poirazi-Lab / dendrify
Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
☆37Updated this week
Alternatives and similar repositories for dendrify:
Users that are interested in dendrify are comparing it to the libraries listed below
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆23Updated 2 weeks ago
- Coding projects by the community for the community☆13Updated 2 months ago
- Neurons learn by predicting future activity☆27Updated 3 years ago
- repository for grid cell network code☆59Updated 2 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆47Updated 10 months ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆22Updated 3 years ago
- ☆35Updated 2 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 3 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆66Updated last week
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- A repository collating interesting and/or influential predictive coding papers☆66Updated 3 years ago
- PyHGF: A neural network library for predictive coding☆63Updated this week
- Predictive coding in Python☆65Updated 10 months ago
- NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python☆126Updated last month
- ☆70Updated last year
- ☆28Updated last year
- ☆183Updated 2 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆46Updated 4 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆28Updated this week
- Training spiking neural networks for sound localization☆64Updated this week
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆67Updated 6 years ago
- ☆89Updated 10 months ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 11 months ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆35Updated 4 months ago
- ☆38Updated last year
- Meta-learning local synaptic plasticity for continual familiarity detection☆15Updated 2 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆41Updated 4 months ago
- ☆13Updated 2 years ago
- Topographic Deep Artificial Neural Networks☆51Updated 3 months ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆150Updated 4 years ago