Pinned Repositories
Adaptive-LMS-Filtering
This repository also includes a matlab version of the lms algorithm (more comments) and a version of delta learning using the bipolar sigmoid function.
Bosch-BNO055-NMAM-interrupt
Library to support no- and any motion interrupt on the BNO055 9 DoF sensor by Bosch
BPTT-Lipschitzness
Train mismatch-robust SNNs using BPTT and local Lipschitzness
CapsuleNetwork
Capsule Network implementation in TensorFlow 2.0
chaze-esp32
Hardware code for the Chaze power paddle for swimmers
Convolutional-LadderNet
Tensorflow implementation of the Ladder Network with convolutional Layers. The Ladder Network consists of an Encoder and Decoder with lateral skip connections that jointly optimize a supervised and unsupervised cost function, thus making it extremely suitable for semi-supervised learning. This repository can be further extended by adding for example recurrent layers. See more information about the Ladder Network here: https://arxiv.org/abs/1507.02672
Information-Theory-in-Deep-Learning
This is a tensorflow implementation, aiming at using the Mutual Neural Estimator proposed in (MINE, Belghazi et al) to reconstruct the images of Tishby and Zariv's paper, which can be found here: https://arxiv.org/abs/1703.00810 . Please be aware that the argument of 'compression' in the layers as a cause of extracting features is a little misleading since the mutual information is invariant under nonlinear transformations as described here: https://arxiv.org/abs/1810.05728 which was recently published.
On-Chip-EBN-Learning
Software simulations and circuit schematics for the paper "Efficient Balanced Networks as Integrated Circuits"
Semi-supervised-learning-using-ladder-networks
Semi-Supervised multi-class classification, Task 4 ETH Zürich, Intro ML
SPAA
Spiking Probabilistic Adversarial Attack
jubueche's Repositories
jubueche/Routing-Information-Protocol
Low level, C implementation of the historic Routing Information Protocol, also known as RIP. More information: https://de.wikipedia.org/wiki/Routing_Information_Protocol