New methods improve efficiency in deep neural networks, reducing energy use and increasing speed.
― 4 min read
Cutting edge science explained simply
New methods improve efficiency in deep neural networks, reducing energy use and increasing speed.
― 4 min read
This article discusses improving neural network training speed using transfer learning from supernets.
― 5 min read
New method improves efficiency in fluid simulations, enhancing prediction accuracy.
― 6 min read
Effective resource monitoring enhances data processing in scientific research workflows.
― 7 min read
Exploring the efficiency of optical Ising machines in complex problem-solving.
― 5 min read
Neuromorphic computing mimics brain function for efficient processing in modern devices.
― 6 min read
New techniques in photonic computing show promise for handling multiple tasks efficiently.
― 8 min read
AquilaMoE uses EfficientScale to optimize bilingual language model training with less data.
― 6 min read
Learn how dynamic techniques improve hardware performance and adaptability.
― 6 min read
Research reveals how LAFO properties affect SHNO performance and efficiency.
― 5 min read
Explore the potential of Physical Neural Networks to transform computing efficiency.
― 5 min read
Exploring synthetic frequency dimensions to control magnons for enhanced information processing.
― 7 min read
Light systems offer fast data processing with low energy needs, transforming computing.
― 5 min read
Macformer improves efficiency in processing long sequences using advanced attention techniques.
― 5 min read
Exploring the efficiency of Photonic KAN in artificial intelligence and computing.
― 4 min read
Investigating spin waves may transform data transmission in future technologies.
― 4 min read
LLaMA3-70B faces unique issues with 8-bit quantization affecting its performance.
― 3 min read
A method to speed up text generation without losing quality.
― 4 min read
Examining how SNNs compare to ANNs in energy consumption.
― 7 min read
Exploring the rise of AI tools and their impact on technology.
― 6 min read
An overview of how quantum states change and the concept of complexity in quantum mechanics.
― 5 min read
New compression techniques speed up training for large language models while maintaining accuracy.
― 5 min read
nekCRF enhances combustion simulations for better efficiency and lower emissions.
― 5 min read
New models improve performance with experts of varying sizes.
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High energy physics researchers are optimizing software for diverse computing resources.
― 8 min read
A fresh look at how erasing information may not always mean energy loss.
― 6 min read
Structured dropout enhances model learning and speeds up training processes.
― 8 min read
A look at LLMs and GBDT in few-shot learning scenarios.
― 7 min read
Harnessing symmetry can enhance quantum simulations and improve our understanding of particles.
― 7 min read
Wigner tomography helps visualize quantum gates, enhancing understanding of quantum computing.
― 5 min read
Exploring the importance of quantum coherence in computing and its protection methods.
― 8 min read
Exploring advancements in optical computing and the quest for compact devices.
― 6 min read
A study on how Gaussian processes analyze and forecast disease patterns.
― 8 min read
Researchers use neural networks to detect quantum entanglement in three-qubit systems efficiently.
― 4 min read
Exploring the wild behaviors of quantum systems influenced by chaos and symmetry.
― 6 min read
SuperGCN improves training efficiency for large graphs using advanced CPU techniques.
― 6 min read
Exploring a new era in computing with magnonic logic gates for faster processing.
― 6 min read
A look at how light can enhance computer memory and sensors.
― 5 min read
VCSELs offer a new approach to efficient reservoir computing.
― 5 min read
Plaid redefines computing efficiency by aligning resources for peak performance with minimal energy use.
― 6 min read