Results 81 to 90 of about 114,287 (303)

FlexiPrune: A Pytorch tool for flexible CNN pruning policy selection

SoftwareX
The application of pruning techniques to convolutional neural networks has made it possible to reduce the size of the model and the time required for inference. However, determining the best pruning policy, i.e.
Cesar G. Pachon, Javier O. Pinzon-Arenas, Dora Ballesteros   +2 more
doaj   +1 more source

Gasdermin D‐Mediated Release of IL‐33 Results in Fetal Brain Developmental Abnormalities During Maternal Colitis

Advanced Science, EarlyView.
Under colitis, Gsdmd mediates the release of IL‐33 from the epithelium of pregnant mice. IL‐33 can cross the placenta and enhance the proliferative capacity of neural stem cells, ultimately resulting in behavioral deficits in the offspring. Excessive pyroptosis in the colonic epithelium also triggers the translocation of LPS, which in turn increases ...
Huiyang Jia, Shukui Zhang, Kai Ma, Jie Zhou, Jianwei Jiao   +4 more
wiley   +1 more source

Composite neural network pruning for edge computing [PDF]

Deep neural networks (DNNs) are the foundation of modern machine learning applications, supporting various technologies from data analytics and chatbots to generative AI systems.
Eccles, Bailey Jack
core   +1 more source

Smart Nanotechnologies for Multimodal Neuromodulation and Brain Interfacing

Advanced Science, EarlyView.
Recent advances in smart nanotechnologies are expanding the toolbox for brain interfacing, from wireless neuromodulation and high‐resolution sensing to targeted delivery within the central nervous system. By combining responsive nanomaterials with bioinspired design, these platforms enable multimodal interactions with neurons and glia, while also ...
Tommaso Curiale, Marie Celine Lefevre, Alessio Carmignani, Maria Cristina Ceccarelli, Matteo Battaglini, Attilio Marino, Gianni Ciofani   +6 more
wiley   +1 more source

LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights [PDF]

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Latent Diffusion Models (LDMs) have emerged as powerful generative models, known for delivering remarkable results under constrained computational resources.
Thibault Castells, Hyoung-Kyu Song, Bo-Kyeong Kim, Shinkook Choi   +3 more
semanticscholar   +1 more source

Schooling Trajectories and the Development of Brain Dynamics: A Comparative Study of Montessori and Traditional Education

Advanced Science, EarlyView.
We investigate whether Montessori and traditional schooling systems shape the developmental trajectory of large‐scale brain dynamics in different ways. We quantify the arrow of time (“non‐reversibility”) in neural activity during resting state and movie‐watching, revealing distinct maturational patterns.
Elvira del Agua, Anira Escrichs, Yonatan Sanz Perl, Morten L. Kringelbach, Adele Diamond, Solange Denervaud, Gustavo Deco   +6 more
wiley   +1 more source

Gut dysbiosis induces the development of depression-like behavior through abnormal synapse pruning in microglia-mediated by complement C3

Microbiome
Background Remodeling eubiosis of the gut microenvironment may contribute to preventing the occurrence and development of depression. Mounting experimental evidence has shown that complement C3 signaling is associated with the pathogenesis of depression,
Wenzhi Hao, Qingyu Ma, Lu Wang, Naijun Yuan, Hua Gan, Liangliang He, Xiaojuan Li, Junqing Huang, Jiaxu Chen   +8 more
semanticscholar   +1 more source

Kinsenoside Targets IDH1 to Restore Microglial Immune‐Metabolic Homeostasis for Alzheimer's Disease Therapy

Advanced Science, EarlyView.
Dysregulated TCA cycle contributes to Alzheimer's disease (AD) pathogenesis. Here, we show that microglial isocitrate dehydrogenase 1 (IDH1) is a critical driver. Elevated IDH1 disrupts citrate metabolism and mitochondrial function, exacerbating AD pathology.
Qianqian Li, Yajin Liao, Yan‐bo Zhao, Hongxing Wu, Tong Jin, Shuoshuo Li, Yuhan Liu, Peng Li, Songying Ouyang, Zekai Li, YuTing Xia, Qian Hua, Rui‐Yuan Pan, Zengqiang Yuan   +13 more
wiley   +1 more source

Combining Spatial Multi‐Omics Data to Decipher Spatial Domains and Elucidate Cell Heterogeneity Based on Self‐Supervised Graph Learning

Advanced Science, EarlyView.
A self‐supervised multi‐view graph fusion framework integrates spatial multi‐omics, excelling in domain identification and denoising. It reconstructs spatial pseudo‐expression, jointly analyzes multi‐omics data, infers RNA velocity, predicts spatial omics features from single‐cell multi‐omics, and detects spatially dark genes and transcription factors,
Yuejing Lu, Rui Qiao, Ying Li, Junhong Li, Nuoya Yue, Jing Ge, Jiao Wang, Luonan Chen, Peiluan Li   +8 more
wiley   +1 more source

Effect of Shoot Pruning and In-row Spacing on Yield and Fruit Size of Eggplant (Solanum melongena L.) at Gode, South Eastern Ethiopia

Jefore Ethiopian Journal of Applied Sciences
Eggplant (Solanum melongena L.) is a cultivated herb of the solanaceae family, which is related to tomato and pepper. A field experiment was conducted to study the effect of shoot pruning and in-row spacing on yield and fruit size of eggplant, Black ...
Gizachew Weldesenbet Nuraga
doaj   +1 more source