This project presents a hybrid lossless compression system that combines an LSTM-based Recurrent Neural Network (RNN) with Arithmetic Coding. Traditional algorithms like Shannon–Fano use static ...
Abstract: Arithmetic coding (AC), a classical and practical approach to lossless data compression, has recently been applied to probabilistic amplitude shaping (PAS). One drawback of AC is its serial ...