Sparse network definition
information about the network structure in conjunction with observed gene expression data to estimate the TRN. Our approach uses L1 penalties on the network to ensure a sparse structure. This has the advantage of being computationally efcient as well as making many fewer assumptions about the network structure.Sparse definition, thinly scattered or distributed: a sparse population. See more. sparse network definition
what is sparse solution? up vote 2 down vote favorite This graph is about panelty least square method, and it is said that once a parameter hits zero, it remains zero for larger garmma, and this results in a sparse
Sparse network definition free
Define sparse. sparse synonyms, sparse pronunciation, sparse translation, English dictionary definition of sparse. adj. sparser, sparsest Occurring, growing, or settled at widely spaced intervals; not thick or dense. sparsely adv. sparseness, sparsity n.
Freebase (5. 00 1 vote) Rate this definition: . Sparse. Sparse is a computer software tool designed to find possible coding faults in the Linux kernel. Unlike other such tools, this static analysis tool was initially designed to only flag constructs that were likely to be of interest to kernel developers, such as the mixing of pointers to user and kernel address spaces.
sparse network Computer Definition A network comprising dumb switches supported by centralized intelligence with connectivity between distributed switches and centralized logic provided over highspeed digital circuits. The intelligent network (IN) and advanced intelligent network (AIN)
How can the answer be improved?
Deep Sparse Recti er Neural Networks Regarding the training of deep networks, something that can be considered a breakthrough happened in 2006, with the introduction of Deep Belief Networks (Hinton et al. , 2006), and more generally the idea of initializing each layer by unsupervised learning (Bengio et al. , 2007; Ranzato et al. , 2007). Some
A sparse network, by contrast, is connected by a low number of links only. A sparse connectivity can be found in networks in which links are more difficult to create. This includes citation networks, friendshipnetworks, and powerline network.
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