Investigating the Not-So-Obvious Effects of Structured Pruning
Structured pruning is a popular method to reduce the cost of convolutional neural networks. However, depending on the architecture, …
MOL-based In-Memory Computing of Binary Neural Networks
Convolutional neural networks (CNN) have proven very effective in a variety of practical applications involving Artificial Intelligence …
Rethinking Weight Decay for Efficient Neural Network Pruning
Introduced in the late 1980s for generalization purposes, pruning has now become a staple for compressing deep neural networks. Despite …
Using Deep Neural Networks to Predict and Improve the Performance of Polar Codes
Polar codes can theoretically achieve very competitive Frame Error Rates. In practice, their performance may depend on the chosen …
A Flexible and Portable Real-time DVB-S2 Transceiver using Multicore and SIMD CPUs
Software implementation of digital communication systems is more and more used in different contexts. In the case of satellite …
AFF3CT: A Fast Forward Error Correction Toolbox!
AFF3CT is an open source toolbox dedicated to Forward Error Correction (FEC or channel coding). Itsupports a broad range of codes: from …
Fast and Flexible Software Polar List Decoders
Flexibility is one mandatory aspect of channel coding in modern wireless communication systems. Among other things, the channel decoder …
Toward High-Performance Implementation of 5G SCMA Algorithms
The recent evolution of mobile communication systems toward a 5G network is associated with the search for new types of non-orthogonal …
Décodage de codes polaires sur des architectures programmables
Les codes polaires constituent une classe de codes correcteurs d’erreurs inventés récemment qui suscite l’intérêt des chercheurs et des …
Transport Triggered Polar Decoders
In this paper, the first transport triggered architecture (TTA) customized for the decoding of polar codes is proposed. A first version …
Custom Low Power Processor for Polar Decoding
Cloud Radio Access Network is foreseen as one of the key features of the future 5G mobile communication standard. In this context, all …
Fast Simulation and Prototyping with AFF3CT
This demonstration intends to present AFF3CT (A Fast Forward 3rror Correction Tool). The main objective of AFF3CT is to provide a …