yscacaca / DeepIoTLinks
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework
☆27Updated 8 years ago
Alternatives and similar repositories for DeepIoT
Users that are interested in DeepIoT are comparing it to the libraries listed below
Sorting:
- Code for data processing used for the experiment in paper "Deepsense: a unified deep learning framework for time-series mobile sensing da…☆29Updated 8 years ago
- ☆102Updated 7 years ago
- ☆16Updated 7 years ago
- STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks☆49Updated 6 years ago
- Deepsense: a unified deep learning framework for time-series mobile sensing data processing.☆199Updated 6 years ago
- Keras implementations of BinaryNet and XNORNet☆55Updated 8 years ago
- Python code (packaged in Docker container) to run the experiments in "A Greedy Algorithm for Quantizing Neural Networks" by Eric Lybrand …☆20Updated 4 years ago
- Reducing the size of convolutional neural networks☆112Updated 8 years ago
- Code for the paper "Tensor Regression Networks with various Low-Rank Tensor Approximations"☆35Updated 8 years ago
- A Matlab benchmarking toolbox for kernel adaptive filtering☆100Updated 2 years ago
- BNN implementation in tensorflow☆166Updated 7 years ago
- neural style tranfer from one walking/gait cycle to another; ArXiv:1606.03238 & ArXiv:1508.06576☆14Updated 8 years ago
- A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).☆206Updated 7 years ago
- One-Class SVM implementations for temporal segmentation of human activities☆54Updated 12 years ago
- Scattering Network for Matlab☆89Updated 7 years ago
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 9 years ago
- Binarized Dense and Conv2D layers for Keras☆17Updated 8 years ago
- A PyTorch implementation of Radio Transformer Networks from the paper "An Introduction to Deep Learning for the Physical Layer".☆133Updated 8 years ago
- Code repository for experiments on deep architecture for HAR in ubicomp☆25Updated 8 years ago
- Uncertainty Autoencoders, AISTATS 2019☆56Updated 6 years ago
- This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kern…☆75Updated 14 years ago
- Code for a recurrent neural network (RNN) created by unfolding the sequential ISTA (SISTA) algorithm for sequential sparse coding☆15Updated 8 years ago
- ☆134Updated 2 years ago
- Code to reproduce results from the paper: "Compressed Sensing using Generative Models".☆221Updated 6 years ago
- ☆62Updated 7 years ago
- ☆141Updated 8 years ago
- An implementation of the Generalized Lloyd method for vector quantization☆31Updated 5 years ago
- A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)☆40Updated 7 years ago
- MATLAB Human Activity Recognition Toolbox☆57Updated 11 months ago
- This is a PyTorch implementation of the Scalpel. Node pruning for five benchmark networks and SIMD-aware weight pruning for LeNet-300-100…☆41Updated 7 years ago