From an analysis of the data for different types of stimulus, we find that, at high enough intensity of stimulus, perception follows scaling power laws with dominance of quarter exponents, which are similar to the scaling laws found in the improvement of perception by multisensory facilitation, ...
In summary, we analyzed a diverse set of urban data, and find that cities exhibit robust intra-urban power-law scaling at the mesoscopic level: the infrastructure and socioeconomic activity satisfy sub- and super-linear exponents, respectively. Because the size of grid cells used here is somewha...
Correlations and scaling laws in human mobility. PLoS ONE 9, e84954; 10.1371/journal.pone.0084954 (2014). Article CAS ADS Google Scholar Cohen, J. Statistical Power Analysis for the Behavioral Sciences. 2nd edn (Routledge, 1988). Ross, S. M. Stochastic Processes. 2nd edn (Wiley, New ...
Our key insights for breaking the conventional language model scaling laws with Phi-2 are twofold: Firstly, training data quality plays a critical role in model performance. This has been known for decades, but we take this insight to its extreme by focusing on “textbook-quality” data, ...
9 RegisterLog in Sign up with one click: Facebook Twitter Google Share on Facebook scaling Thesaurus Medical Financial Idioms Encyclopedia Wikipedia Related to scaling:Image scaling scale1 (skāl) n. 1. a.One of the many small hard dermal or epidermal structures that characteristically form the ...
🔥 Discovering power-law Scaling Laws in VAR transformers📈: 🔥 Zero-shot generalizability🛠️: For a deep dive into our analyses, discussions, and evaluations, check out our paper. VAR zoo We provide VAR models for you to play with, which are on or can be downloaded from the foll...
Keywords Theory Urban Systems Urban Networks Urban co-evolution Scaling lawsAssociated Content Part of a collection: Frontiers in Complex Spatial Networks: The Power of Theory Access this article Log in via an institution Subscribe and save Springer+ Basic €32.70 /Month Get 10 units per month...
Fast-forward to 2021, and the fifth-generation of the 16-core ANE is capable of 26 times the processing power, or 15.8 TFlops, of the original. Since 2017, use of the ANE has been steadily increasing from a handful of Apple applications to numerous applications from both Apple and the de...
Additionally, power-law scaling manifests along periodic attractor supercycle positions and chaotic band splitting points. Consequently, the attractor at the mutual accumulation point of the doubling cascades, the onset of chaos, displays both Gaussian and power-law distributions. Their combined existence...
The fits are power laws with exponents as indicated. Full size image These observations yield the notable finding that, because α>1, there is an effective mechanism through which the global strain Δ produces nonlinearly amplified deformations ‹δ› at the grain level. This makes the ...