SelfishGene / neuron_as_deep_netLinks
Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
☆161Updated 4 years ago
Alternatives and similar repositories for neuron_as_deep_net
Users that are interested in neuron_as_deep_net are comparing it to the libraries listed below
Sorting:
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆168Updated 5 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆48Updated 5 years ago
- Topographic Deep Artificial Neural Networks☆56Updated 3 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 2 weeks ago
- repository for grid cell network code☆72Updated 3 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆171Updated 3 years ago
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆167Updated last week
- ☆204Updated 3 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆47Updated 6 months ago
- Neurons learn by predicting future activity☆30Updated 4 years ago
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- ☆41Updated 2 years ago
- Spaun (nengo 2.0 version)☆80Updated last year
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆249Updated 3 weeks ago
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆173Updated last week
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆26Updated 6 years ago
- Deep learning integration for Nengo☆92Updated 10 months ago
- Experimental algorithms. Unsupported.☆111Updated last year
- ☆41Updated 3 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆79Updated 3 weeks ago
- A curated collection of neuroscience tasks with a common interface.☆313Updated last month
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆56Updated last year
- ☆32Updated 2 weeks ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆164Updated last year
- Papers from the intersection of deep learning and neuroscience☆429Updated 3 weeks ago
- Nengo interactive visualizer☆112Updated 8 months ago
- Reference data for the "Simulation Neuroscience:Neurons and Synapses" Massive Online Open Course☆44Updated 3 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆32Updated 6 years ago
- Python exercises accompanying the book "Neuronal Dynamics"☆273Updated last year