Supervised Fine-Tuning of Large Language Models With Chain-of-Thought Reasoning for Pediatric Heart Disease Detection in Unstructured Echocardiogram Reports: Algorithm Development and Validation. [PDF]
JMIR Form ResShi H +8 more
europepmc +1 more source
The paper deals with combinatorial and stochastic structures of cubical token systems. A cubical token system is an instance of a token system, which in turn is an instance of a transition system.
Ovchinnikov, Sergei
core
Advanced Functional Materials, EarlyView.Field‐free spin‐orbit torque domain‐wall synapses integrated with stochastic MTJ neurons enable compact hardware Boltzmann machines. Leveraging intrinsic stochasticity and multi‐level conductance, the system achieves efficient probabilistic learning with high accuracy, demonstrating a scalable spintronic platform for energy‐efficient edge AI.
Aijaz H. Lone +8 more
wiley +1 more source
Simple picture of how output from ChatGPT-like AI shifts from good to bad. [PDF]
PNAS NexusJohnson NF, Huo FY.
europepmc +1 more source
Token Tenure and PATCH: A Predictive/Adaptive Token-Counting Hybrid
, 2010 Traditional coherence protocols present a set of difficult trade-offs: the reliance of snoopy protocols on broadcast and ordered interconnects limits their scalability, while directory protocols incur a performance penalty on sharing misses due to ...
Blundell, Colin +2 more
core +1 more source
Historical Foundation and Practical Guideline for Ferroelectric Switching Kinetic Studies
Advanced Functional Materials, EarlyView.The P and U pulses in the conventional PUND measurements are not identical because of the interplay between switching current and the measurement circuit components. This circuit effect can lead to a shift in polarization transients and misinterpreted physics in the switching kinetics.
Yi Liang, Pat Kezer, John T. Heron
wiley +1 more source
FGA-Net: Fourier-guided attention network for feature enhancement in colorectal cancer digital pathology images. [PDF]
Front PhysiolLi L, Zhang Y, Wang K, Tai J, Chen L.
europepmc +1 more source
Exciton Binding Energy of Phosphorescent Emitter Molecules in Organic Light‐Emitting Diodes
Advanced Functional Materials, EarlyView.Energy level alignment is key to efficient OLED design, yet determining LUMO energies remains challenging. A methodology based on field‐induced dissociation and kinetic Monte Carlo simulations is presented to extract LUMO energies of iridium‐based phosphorescent emitters from their exciton binding energy.
Hiroki Tomita +6 more
wiley +1 more source
WeatherMAR: Complementary Masking of Paired Tokens for Adverse-Weather Image Restoration. [PDF]
J ImagingMa J, Lv Q, Tan Z.
europepmc +1 more source
Non-fungible tokens, tokenization, and ownership
Computer Law & Security ReviewJanne Kaisto +2 more
openaire +1 more source