Results 251 to 260 of about 495,121 (361)

Statistical Complexity of Quantum Learning

open access: yesAdvanced Quantum Technologies, EarlyView.
The statistical performance of quantum learning is investigated as a function of the number of training data N$N$, and of the number of copies available for each quantum state in the training and testing data sets, respectively S$S$ and V$V$. Indeed, the biggest difference in quantum learning comes from the destructive nature of quantum measurements ...
Leonardo Banchi   +3 more
wiley   +1 more source

Fully automatic extraction of morphological traits from the web: Utopia or reality? [PDF]

open access: yesAppl Plant Sci
Marcos D   +9 more
europepmc   +1 more source

Open and Closed Loop Approaches for Energy Efficient Quantum Optimal Control

open access: yesAdvanced Quantum Technologies, EarlyView.
Concepts from quantum thermodynamics and optimal control are blended to derive a theoretical framework to quantify and minimize the energetic cost of a pulse for unitary synthesis. Two complementary techniques (based on GRAPE and Reinforce‐DRL) are implemented as open‐source software that co‐optimizes the fidelity and energetic cost within quantum ...
Sebastiaan Fauquenot   +2 more
wiley   +1 more source

A Current Review of Generative AI in Medicine: Core Concepts, Applications, and Current Limitations. [PDF]

open access: yesCurr Rev Musculoskelet Med
Rouzrokh P   +6 more
europepmc   +1 more source

Q‐fid: Quantum Circuit Fidelity Improvement with LSTM Networks

open access: yesAdvanced Quantum Technologies, EarlyView.
Q‐fid is introduced, an LSTM‐based fidelity prediction system accompanied by a novel metric designed to quantify the fidelity of quantum circuits. This approach frames fidelity prediction as a Time Series Forecasting problem to analyze the tokenized circuits, capturing the causal dependence of the gate sequences and their impact on overall fidelity ...
Yikai Mao   +2 more
wiley   +1 more source

Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions. [PDF]

open access: yesSensors (Basel)
Lamaakal I   +7 more
europepmc   +1 more source

A Smart Camera With Integrated Deep Learning Processing for Disease Detection in Open Field Crops of Grape, Apple, and Carrot

open access: yesJournal of Field Robotics, EarlyView.
ABSTRACT Downy mildew (Plasmopara), apple scab (Venturia inaequalis), and Alternaria leaf blight are endemic diseases that affect crops worldwide. The diseases can cause severe losses in grapes, apples and carrots when not detected and treated in an early stage.
Gerrit Polder   +4 more
wiley   +1 more source

Home - About - Disclaimer - Privacy