571 citations · 922 across the 17 of their papers we have counts for
4 papers · 1 filter
Performance Bounds of Concatenated Polar Coding Schemes
Dina Goldin, David Burshtein
A concatenated coding scheme over binary memoryless symmetric (BMS) channels using a polarization transformation followed by outer sub-codes is analyzed. Achievable error exponents…
Deep Learning Methods for Improved Decoding of Linear Codes
Eliya Nachmani, Elad Marciano, Loren Lugosch +3
The problem of low complexity, close to optimal, channel decoding of linear codes with short to moderate block length is considered. It is shown that deep learning methods can be u…
Simplified End-to-End MMI Training and Voting for ASR
Lior Fritz, David Burshtein
A simplified speech recognition system that uses the maximum mutual information (MMI) criterion is considered. End-to-end training using gradient descent is suggested, similarly to…
RNN Decoding of Linear Block Codes
Eliya Nachmani, Elad Marciano, David Burshtein +1
Designing a practical, low complexity, close to optimal, channel decoder for powerful algebraic codes with short to moderate block length is an open research problem. Recently it h…