How DeepSeek’s DSpark Makes LLMs 85% Faster Without Retraining

DeepSeek has introduced DSpark, an open-source speculative decoding method that accelerates LLM inference by up to 85% ...
Frontiers

AI-Driven Forensic Science: Decoding Complex Chemical and Biological Mixtures with Advanced Models

Forensic science plays a vital role in identifying, characterizing, and quantifying physical and biological traces recovered from crime scenes — a task that ...
IEEE

Fast Chase Decoding Algorithms and Architectures for Reed–Solomon Codes

Abstract: Chase decoding is a prevalent soft-decision decoding method for algebraic codes where an efficient bounded-distance decoder is available. Essentially, it repeatedly applies bounded-distance ...
IEEE

A Two-Stage Soft-Decision Decoding Algorithm for BCH Codes

Abstract: In this paper, we propose a two-stage soft-decision decoding (SDD) algorithm for BCH codes. At the first stage, we search for test error patterns (TEPs ...
Scientific Research Publishing

J. L. Massey, “Threshold Decoding,” M.I.T. Press, Cambridge, 1963.

ABSTRACT: In this paper we present an efficient algorithm to decode linear block codes on binary channels. The main idea consists in using a vote procedure in order to elaborate artificial ...
Scientific Research Publishing

D. Chase, “A Class of Algorithms for Decoding Block Codes with Channel Measurement,” IEEE Transactions on Information Theory, Vol. 18, 1972, pp. 170-181. doi:10.1109/TIT ...

ABSTRACT: In this paper, we describe a hard-decision decoding technique based on Genetic Algorithms (HDGA), which is applicable to the general case of error ...