MatchLab-Imperial / deep-learning-courseLinks
☆112Updated last week
Alternatives and similar repositories for deep-learning-course
Users that are interested in deep-learning-course are comparing it to the libraries listed below
Sorting:
- My Own Solution Manual of PRML☆1,002Updated 4 years ago
- Materials for UCL Artificial Intelligence Society Machine Learning Tutorials Season 1 (2020/2021)☆22Updated 4 years ago
- Latest PyTorch Implementation of DeltaGRU & DeltaLSTM that Exploits Temporal Sparsity in Sequential Data☆15Updated 2 years ago
- Discrete-time Signal Processing 3rd edition (Oppenheim)☆278Updated 6 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆352Updated last year
- EPFL Course - Optimization for Machine Learning - CS-439☆1,377Updated 7 months ago
- Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum☆183Updated 6 years ago
- Event-based neural networks☆28Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆48Updated last year
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325Updated 8 months ago
- BNNs (XNOR, BNN and DoReFa) implementation for PyTorch 1.0+☆40Updated 2 years ago
- FrancescoSaverioZuppichini / Pytorch-how-and-when-to-use-Module-Sequential-ModuleList-and-ModuleDictCode for my medium article☆375Updated 5 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Updated last year
- Binarized Neural Network (BNN) for pytorch☆530Updated 2 years ago
- Quantization-aware training with spiking neural networks☆51Updated 3 years ago
- A small package to create visualizations of PyTorch execution graphs☆3,483Updated last year
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆275Updated 3 years ago
- Additional exercises and data for EE364a. No solutions; for public consumption.☆860Updated 7 months ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆50Updated this week
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆58Updated 3 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆391Updated 3 years ago
- Experiments with Direct Feedback Alignment training scheme for DNNs☆31Updated 8 years ago
- X-elerated Learning and Resource Allocation for Optical Networks☆20Updated this week
- A Simulation Framework for Memristive Deep Learning Systems☆179Updated last year
- Differentiable convex optimization layers☆2,048Updated this week
- Python implementations of the RL algorithms in examples and figures in Sutton & Barto, Reinforcement Learning: An Introduction☆96Updated 7 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Updated 4 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆104Updated last month
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆786Updated last week
- A repo containing useful things for the MSc AI course at Imperial☆31Updated 2 years ago