Zobrazeno 1 - 10
of 101 687
pro vyhledávání: '"A Farias"'
Autor:
Perez-Ramirez, Fredy O., Caro-Lopera, Francisco J., Diaz-Garcia, Jose A., Gonzalez-Farias, Graciela
The time series theory is set in this work under the domain of general elliptically contoured distributions. The advent of a time series approach that is in accordance with the expected reality of dependence between errors, transfers the increasingly
Externí odkaz:
http://arxiv.org/abs/2411.00525
Autor:
Farias, Matheus, Kung, H. T.
We introduce a novel approach to reduce the number of times required for reprogramming memristors on bit-sliced compute-in-memory crossbars for deep neural networks (DNNs). Our idea addresses the limited non-volatile memory endurance, which restrict
Externí odkaz:
http://arxiv.org/abs/2410.21730
Autor:
Junior, Carlos Alberto da Silva, Tanaka, Roberto Yuji, da Silva, Luiz Carlos Farias, Passaro, Angelo
The Travelling Salesman Problem - TSP is one of the most explored problems in the scientific literature to solve real problems regarding the economy, transportation, and logistics, to cite a few cases. Adapting TSP to solve different problems has ori
Externí odkaz:
http://arxiv.org/abs/2410.21274
Autor:
Farias, Vivek F., Jozefiak, Adam D.
Plasticity Loss is an increasingly important phenomenon that refers to the empirical observation that as a neural network is continually trained on a sequence of changing tasks, its ability to adapt to a new task diminishes over time. We introduce Se
Externí odkaz:
http://arxiv.org/abs/2410.20098
Constrained multiobjective optimization problems (CMOPs) are commonly found in real-world applications. CMOP is a complex problem that needs to satisfy a set of equality or inequality constraints. This paper proposes a variant of the bidirectional co
Externí odkaz:
http://arxiv.org/abs/2410.19439
This paper introduces the inverse modeling constrained multi-objective evolutionary algorithm based on decomposition (IM-C-MOEA/D) for addressing constrained real-world optimization problems. Our research builds upon the advancements made in evolutio
Externí odkaz:
http://arxiv.org/abs/2410.19203
Autor:
Jones, D. O., McGill, P., Manning, T. A., Gagliano, A., Wang, B., Coulter, D. A., Foley, R. J., Narayan, G., Villar, V. A., Braff, L., Engel, A. W., Farias, D., Lai, Z., Loertscher, K., Kutcka, J., Thorp, S., Vazquez, J.
Characterizing the host galaxies of astrophysical transients is important to many areas of astrophysics, including constraining the progenitor systems of core-collapse supernovae, correcting Type Ia supernova distances, and probabilistically classify
Externí odkaz:
http://arxiv.org/abs/2410.17322
Autor:
Ribeiro, Danilo Monteiro, Melo, Felipe Vasconcelos, Negromonte, Vitor, Matias, Gabriel Walisson, Farias, Adna, Azul, Celeste, Chaves, Ana Paula, Gama, Kiev
Autism Spectrum Disorder (ASD) is a neurodivergent condition with a wide range of characteristics and support levels. Individuals with ASD can exhibit various combinations of traits such as difficulties in social interaction, communication, and langu
Externí odkaz:
http://arxiv.org/abs/2410.14033
Autor:
Farias, Matheus, Kung, H. T.
We introduce $\textit{sorted weight sectioning}$ (SWS): a weight allocation algorithm that places sorted deep neural network (DNN) weight sections on bit-sliced compute-in-memory (CIM) crossbars to reduce analog-to-digital converter (ADC) energy cons
Externí odkaz:
http://arxiv.org/abs/2410.11298
Federated Kolmogorov-Arnold Networks (F-KANs) have already been proposed, but their assessment is at an initial stage. We present a comparison between KANs (using B-splines and Radial Basis Functions as activation functions) and Multi- Layer Perceptr
Externí odkaz:
http://arxiv.org/abs/2410.08961