MicroCloud Hologram Inc. Releases Hybrid Quantum-Classical Convolutional Neural Network, Achieving New Breakthrough in MNIST Multi-Class Classification

MicroCloud Hologram Inc. (NASDAQ: HOLO), (“HOLO” or the "Company"), a technology service provider, proposed a Quantum Convolutional Neural Network (QCNN) based on hybrid quantum-classical learning and ...
IEEE

Global Optimal Consensus for UAV Swarms With Time-Varying Objective Functions and Bounded Input Constraints

Abstract: This article investigates a distributed time-varying optimization problem concerning unmanned aerial vehicle (UAV) swarm systems with bounded inputs. The objective is to achieve state ...
IEEE

Applying a Higher Number of Output Membership Functions to Enhance the Precision of a Fuzzy System

Abstract: The fuzzy logic system (FLS) for real-world issues depends on the shape and number of the fuzzy membership functions (MFs), usually defined based on the ...
GitHub

Understanding Input Noise Scale and Latent Noise Scale in Diffusion Models

Diffusion models rely on noise manipulation to balance between faithfulness to the input and creative variability. Two important parameters that directly affect this balance are Input Noise Scale and ...