Error correcting codes~(ECCs) are indispensable for reliable transmission in communication
systems. The recent advancements in deep learning have catalyzed the exploration of ECC …

In communication and storage systems, error correction codes (ECCs) are pivotal in
ensuring data reliability. As deep learning's applicability has broadened across diverse …

Error correction code is a major part of the physical communication layer, ensuring the
reliable transfer of data over noisy channels. Recently, neural decoders were shown to …

In modern communication systems, multiple types of error-correcting codes can be utilized
for different transmission scenarios. Therefore, the receiver should include the decoder …

Existing deep networks are generally initialized with unsupervised methods, such as
random assignments and greedy layerwise pre-training. This may result in the whole …

Error correction codes are a crucial part of the physical communication layer, ensuring the
reliable transfer of data over noisy channels. The design of optimal linear block codes …

While decades of theoretical research have led to the invention of several classes of error-
correction codes, the design of such codes is an extremely challenging task, mostly driven …

In this letter, we introduce a new syndrome-based decoder where a deep neural network
(DNN) estimates the error pattern from the reliability and syndrome of the received vector …

Recently, deep learning has demonstrated improvements over classical decoding
algorithms in various families of error-correcting codes with short to moderate block lengths …

Error correction codes are an integral part of communication applications, boosting the
reliability of transmission. The optimal decoding of transmitted codewords is the maximum …