manuelmolano / Spike-GANLinks
Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a given traing dataset.
☆23Updated 7 years ago
Alternatives and similar repositories for Spike-GAN
Users that are interested in Spike-GAN are comparing it to the libraries listed below
Sorting:
- ☆24Updated 5 years ago
- Responses of 10,000 neurons to 2,800 natural images☆72Updated 6 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 6 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆49Updated 6 years ago
- deep-retina is a project to build a convolutional neural network that can predict retinal ganglion cell responses to natural stimuli with…☆58Updated 2 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆66Updated 3 weeks ago
- Deep learning in a spiking neural network using segregated dendrites.☆85Updated 8 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆48Updated 5 years ago
- CNN Neural System Identification Model☆31Updated 7 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Brian 2 frontend to the GeNN simulator☆48Updated 2 weeks ago
- Code for "Deep predictive coding network for object recognition"☆25Updated 5 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 7 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Updated 4 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 4 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆70Updated 6 years ago
- ☆28Updated 6 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated 2 years ago
- Unsupervised deep convolutional neural network model for the ventral visual stream.☆28Updated 2 years ago
- Deep learning integration for Nengo☆92Updated 9 months ago
- Python exercises accompanying the book "Neuronal Dynamics"☆272Updated last year
- A tutorial on neuroinformatics resources for computational modellers☆68Updated 6 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- The code for performing MTL on object recognition with neural data☆16Updated 4 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆169Updated 6 years ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated 2 years ago
- repository for grid cell network code☆71Updated 2 years ago
- Simulations illustrating the results of full-FORCE.☆13Updated 6 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆50Updated 8 years ago
- ☆26Updated last year