Results 271 to 280 of about 732,831 (345)

Disturbance‐Aware On‐Chip Training with Mitigation Schemes for Massively Parallel Computing in Analog Deep Learning Accelerator

Advanced Science, EarlyView.
This study proposes novel operational schemes to solve the write disturbance issues in oxide‐semiconductor and capacitor‐based synaptic devices (6T1C devices). These schemes effectively neutralize disturbances, enabling high‐performance on‐chip training of convolutional neural networks and reducing capacitor size over 100 times.
Jaehyeon Kang, Jongun Won, Narae Han, Sangjun Hong, Jee‐Eun Yang, Sangwook Kim, Sangbum Kim   +6 more
wiley   +1 more source

Mixed Control Strategy for a Class of Sector-Bounded Nonlinear Systems. [PDF]

Entropy (Basel)
Stoica AM, Yaesh I.
europepmc   +1 more source

Nonlinear stochastic differential equations

Journal of Mathematical Analysis and Applications, 1976
openaire   +2 more sources

Filtering for a Signal Given by a Linear Stochastic Retarded Differential Equation

, 1997
S. A. Elsanousi
openalex   +1 more source

DiffMC‐Gen: A Dual Denoising Diffusion Model for Multi‐Conditional Molecular Generation

Advanced Science, EarlyView.
DiffMC‐Gen, a dual‐diffusion model for 2D and 3D molecular generation, simultaneously optimizes multiple key objectives across the drug design process, enabling the generation of novel, target‐specific small‐molecule ligands with high therapeutic potential.
Yuwei Yang, Shukai Gu, Bo Liu, Xiaoqing Gong, Ruiqiang Lu, Jiayue Qiu, Xiaojun Yao, Huanxiang Liu   +7 more
wiley   +1 more source

Modeling and Analysis of Mixed Traffic Flow Considering Driver Stochasticity and CAV Connectivity Uncertainty. [PDF]

Sensors (Basel)
Zeng Q, Hao S, Zhao N, Liu R.
europepmc   +1 more source

A stochastic differential equation analysis of cerebrospinal fluid dynamics. [PDF]

Fluids Barriers CNS, 2011
Raman K.
europepmc   +1 more source

Microglial MS4A4A Protects against Epileptic Seizures in Alzheimer's Disease

Advanced Science, EarlyView.
This study has unveiled significant new insights into the role of MS4A4A in Alzheimer's disease‐related epilepsy, highlighting its impact on microglial phagocytosis, mitochondrial metabolism, and cytoskeleton, and demonstrating its therapeutic potential in epilepsy management.
Meng Jiang, Qingqing Li, Jianhui Chen, Ruochong Li, Jun Yao, Yong Hu, Haizheng Zhang, Lixin Cai, Maoguo Luo, Yu Sun, Wenwen Zeng   +10 more
wiley   +1 more source

Control of Overfitting with Physics. [PDF]

Entropy (Basel)
Kozyrev SV, Lopatin IA, Pechen AN.
europepmc   +1 more source

All‐Electrical Control of Spin Synapses for Neuromorphic Computing: Bridging Multi‐State Memory with Quantization for Efficient Neural Networks

Advanced Science, EarlyView.
This study develops three all‐electrically controlled, field‐free spintronic synapse devices for neuromorphic computing. The tilted anisotropy device achieves an 11‐state memory with minimal cycle‐to‐cycle variation (2%), enabling high‐accuracy neural network quantization (81.51% in ResNet‐18). These findings position spintronic synapses as a promising
Tzu‐Chuan Hsin, Chun‐Yi Lin, Po‐Chuan Wang, Chun Yang, Chi‐Feng Pai   +4 more
wiley   +1 more source