Results 21 to 30 of about 2,990,696 (280)
State Gradients for RNN Memory Analysis [PDF]
Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2018 We present a framework for analyzing what the state in RNNs remembers from its input embeddings. Our approach is inspired by backpropagation, in the sense that we compute the gradients of the states with respect to the input embeddings. The gradient matrix is decomposed with Singular Value Decomposition to analyze which directions in the embedding ...
Verwimp, Lyan +3 more
openaire +5 more sources
Analysis of Natural Gradient Descent for Multilayer Neural Networks [PDF]
, 1999 Natural gradient descent is a principled method for adapting the parameters of a statistical model on-line using an underlying Riemannian parameter space to redefine the direction of steepest descent.
Rattray, Magnus, Saad, David
core +2 more sources
Converging an Overlay Network to a Gradient Topology [PDF]
, 2011 In this paper, we investigate the topology convergence problem for the gossip-based Gradient overlay network. In an overlay network where each node has a local utility value, a Gradient overlay network is characterized by the properties that each node ...
Dowling, Jim +5 more
core +3 more sources
ISPRS International Journal of Geo-Information, 2018 Presently, the urban heat island (UHI) phenomenon, and its adverse impacts, are becoming major research foci in various interrelated fields due to rapid changes in urban ecological environments.
Manjula Ranagalage +6 more
doaj +1 more source
Diversity of Pinus pumila-dominated communities on the Kamchatka Peninsula
Metsanduslikud Uurimused, 2021 On the Kamchatka Peninsula, Far East Russia, Pinus pumila-dominated communities occur from sea level up to 1200 m and geographically from the southern extremity of the peninsula up to the Kamchatka Isthmus and the Koryak Upland.
Paal Jaanus +2 more
doaj +1 more source
Frontiers in Public HealthIntroductionAsbestos body and fiber burdens may be determined using different preparations of lung tissue. Paraffin-embedded tissue requires more complex steps than formalin-fixed tissue.
Barbara K. Kuhn +5 more
doaj +1 more source
ISPRS International Journal of Geo-Information, 2016 Understanding urban growth spatiotemporally is important for landscape and urban development planning. In this study, we examined the spatiotemporal pattern of urban growth of the Colombo Metropolitan Area (CMA)—Sri Lanka’s only metropolitan area—from ...
Shyamantha Subasinghe +2 more
doaj +1 more source
Gradient Pattern Analysis of Cosmic Structure Formation: Norm and Phase Statistics
, 2006 This paper presents the preliminary results of the characterization of pattern evolution in the process of cosmic structure formation. We are applying on N-body cosmological simulations data the technique proposed by Rosa, Sharma & Valdivia (1999) and ...
A.L.B. Ribeiro +15 more
core +2 more sources
Simulated design strategies for SPECT collimators to reduce the eddy currents induced by MRI gradient fields [PDF]
, 2015 Combining single photon emission computed tomography (SPECT) with magnetic resonance imaging (MRI) requires the insertion of highly conductive SPECT collimators inside the MRI scanner, resulting in an induced eddy current disturbing the combined system ...
Joseph, Wout +6 more
core +2 more sources
Sentiment Gradient - Improving Sentiment Analysis with Entropy Increase
Inteligencia Artificial, 2023 Information sharing on the Web has also led to the rise and spread of fake news. Considering that fake information is generally written to trigger stronger feelings from the readers than simple facts, sentiment analysis has been widely used to detect ...
Fernando Cardoso Durier da Silva +2 more
doaj +3 more sources