Results 91 to 100 of about 343,225 (391)
Influence of the pruning system on the growth and productivity of slender spindle apple trees
Horticultural Science, 2018 Slender spindle is currently the most widespread pruning system for apple trees in the Czech Republic. However, further modifications of this pruning system have been developed.
Josef Sus +2 more
doaj +1 more source
Progressive multi-level distillation learning for pruning network
Complex & Intelligent Systems, 2023 Although the classification method based on the deep neural network has achieved excellent results in classification tasks, it is difficult to apply to real-time scenarios because of high memory footprints and prohibitive inference times.
Ruiqing Wang +9 more
doaj +1 more source
Pruning Filters while Training for Efficiently Optimizing Deep Learning Networks [PDF]
arXiv, 2020 Modern deep networks have millions to billions of parameters, which leads to high memory and energy requirements during training as well as during inference on resource-constrained edge devices. Consequently, pruning techniques have been proposed that remove less significant weights in deep networks, thereby reducing their memory and computational ...
arxiv
Iterative Activation-based Structured Pruning [PDF]
arXiv, 2022 Deploying complex deep learning models on edge devices is challenging because they have substantial compute and memory resource requirements, whereas edge devices' resource budget is limited. To solve this problem, extensive pruning techniques have been proposed for compressing networks. Recent advances based on the Lottery Ticket Hypothesis (LTH) show
arxiv
Automated Pruning for Deep Neural Network Compression
, 2019 In this work we present a method to improve the pruning step of the current state-of-the-art methodology to compress neural networks. The novelty of the proposed pruning technique is in its differentiability, which allows pruning to be performed during ...
Bianco, Simone +4 more
core +1 more source
Advanced Science, EarlyView.Overview of the regulation of intrinsic and extrinsic signals during neurodevelopment. Intrinsic genetic signals from NSCs, in conjunction with cues from microglia and blood vessels, collaboratively regulate the proliferation of NSCs, their fate determination, synaptogenesis, synaptic pruning, neuronal survival, and death, as well as communication ...
Yanyan Wang +4 more
wiley +1 more source
HortScience, 2022 A 6-year trial was established in Oct. 2015 in western Oregon to evaluate the effects of pruning and trellising on yield, hand- and machine-harvest efficiency, fruit quality, and costs of pruning and harvest of ‘Legacy’ highbush blueberry (complex hybrid
Amanda J. Davis, Bernadine C. Strik
doaj +1 more source
Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions [PDF]
arXiv, 2023 Pruning is a promising approach to compress deep learning models in order to deploy them on resource-constrained edge devices. However, many existing pruning solutions are based on unstructured pruning, which yields models that cannot efficiently run on commodity hardware; and they often require users to manually explore and tune the pruning process ...
arxiv
Statistical properties of periodic orbits in 4-disk billiard system: pruning-proof property
, 2005 Periodic orbit theory for classical hyperbolic system is very significant matter of how we can interpret spectral statistics in terms of semiclassical theory. Although pruning is significant and generic property for almost all hyperbolic systems, pruning-
Alekseev +67 more
core +1 more source
Advanced Science, EarlyView.New research reveals that oxytocin signaling during the early postnatal period is critical for regulating brain development and social behavior. Selectively suppressing oxytocin neurons by chemogenetic method shows that early—but not late—disruption leads to autism‐like behaviors.
Zi‐Hui Wang +10 more
wiley +1 more source