Articles tagged with Coding Theory
A new benchmarking study shows that AI coding tools struggle with structured outputs in software development, with even advanced models achieving only 75% accuracy. This highlights the need for human oversight and suggests that AI systems are not yet reliable enough to operate without human supervision.
Researchers from The University of Osaka develop a method to prepare high-fidelity 'magic states' for use in quantum computers with less overhead and unprecedented accuracy. This breakthrough aims to overcome the significant obstacle of noise in quantum systems, which can ruin computer setups.
Researchers developed a real-time stream-based data compression technology that automatically detects frequently occurring data patterns and compresses them to minimize data volume. This innovation enables high-speed, compact data compression modules in hardware without additional processors or memory.
Researchers from City University of Hong Kong developed a unified colour system based on prime numbers, called C<sub>235</sub>, which can represent various colours more efficiently than existing systems like RGB and CMYK. The new colour system has potential applications in designing energy-saving LCD systems and colourizing DNA codons.
Neurobiologists demonstrated that humans can unconsciously distinguish between even very similar sounds, but often don't recognize these differences. The study used EEG to measure brain responses to stimuli and found that the brain reacts differently to local and global irregularities in sound sequences.
A study published in eLife found that rats exhibit efficient coding processes for visual stimuli, similar to those observed in humans. This suggests a universal principle in vision, where the brain adapts to its environment by specializing in the recognition of informative signals, thereby conserving computational resources and energy.
The living retina achieves sensitivity and efficiency that human engineers can only dream about, with optimized mosaics of different sensitivities parsing 40 visual features. The retinas adapt to current conditions and conserve energy by tuning out noise, making them orders of magnitude less power-hungry than smartphone sensors.
Researchers at IST Austria and Paris create framework connecting three neural information encoding theories, providing concrete predictions for previously unstudied coding regimes. The unified theory allows neurons to have mixed coding objectives, covering a range of constraints and phenomena not explained by existing models.
Professors Vera Pless and Janet Beissinger create educational games to teach kids about cryptography and coding theory, making math accessible and fun. The project aims to help youngsters understand the importance of coding in business security and online safety.
Professor W. Wesley Peterson will receive the Japan Prize for his pioneering work in algebraic coding theory, a fundamental theory for error-correcting codes used in reliable digital communication systems. The prize recognizes Peterson's influential book, Error-Correcting Codes, published in 1961.