Search Results - "Saito, J.H."

Performance Improvement of Tomographic Image Reconstruction Based on DSP Processors by Cruvinel, P.E., Pereira, M.F.L., Saito, J.H., da F. Costa, L.

“…This paper presents the use of a multiprocessor architecture for the performance improvement of tomographic image reconstruction. Image reconstruction in…”
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Solar flare detection system based on tolerance near sets in a GPU–CUDA framework by Poli, G., Llapa, E., Cecatto, J.R., Saito, J.H., Peters, J.F., Ramanna, S., Nicoletti, M.C.

“…This article presents a unique application of tolerance near sets (TNS) for detecting solar flare events in solar images acquired using radio astronomy…”
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A 3D scanning system based on laser triangulation and variable field of view by Franca, J.G.D.M., Gazziro, M.A., Ide, A.N., Saito, J.H.

“…The most efficient 3D scanning systems use either the principle of laser triangulation or the principle of time of flight - TOF. In triangulation based…”
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Processing Neocognitron of Face Recognition on High Performance Environment Based on GPU with CUDA Architecture by Poli, G., Saito, J.H., Mari, J.F., Zorzan, M.R.

“…This work presents an implementation of neocognitron neural network, using a high performance computing architecture based on GPU (graphics processing unit)…”
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Voice Command Recognition with Dynamic Time Warping (DTW) using Graphics Processing Units (GPU) with Compute Unified Device Architecture (CUDA) by Poli, G., Levada, A.L.M., Mari, J.F., Saito, J.H.

“…Recently, we are attending to a huge evolution on the development of high performance computing platforms. Among these platforms, the GPU (Graphics Processing…”
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A framework for neural networks simulation and visualization - neocognitron case by Zanetti, B., Ide, A.N., Saito, J.H.

“…This work presents a framework for artificial neural network simulation and visualization using particle system concept. The whole system allows high…”
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A low cost steerable radio-telescope by Sawant, H.S., Neri, J.A.C.F., Fernandes, F.C.R., Cecatto, J.R., Sankararaman, M.R., Faria, C., Stephany, S., Rosa, R.R., Andrade, M.C., Alonso, E.M.B., Lüdke, E., Subramanian, K.R., Ramesh, R., Sundararajan, M.S., Ananthakrishnan, S., Swarup, G., Boas, J.W.V., Botti, L.C.L., Moron, C.E., Saito, J.H.

“…We present the technical characteristics of a low-cost radio telescope for solar/non solar observations at decimetric (1200–1700 MHz) and centimetric (2700 and…”
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Phenomenological dynamics of coronal loops using a neural network approach by Rosa, R.R., Sawant, H.S., Cecatto, J.R., Rodrigues Neto, C., Lopes, V.C.A., Subramanian, K.R., Fernandes, F.C.R., Saito, J.H., Moron, C.E., Mucheroni, M.L., Furuya, N., Mascarenhas, N.

“…The objective of this study is to simulate the X-ray 2D-coronal dynamics using an artificial neural network — multilayer backpropagation algorithm with inputs…”
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Composing Music with BPTT and LSTM Networks: Comparing Learning and Generalization Aspects by Correa, D.C., Saito, J.H., Abib, S.

“…Many researchers have used neural networks on music composition. The architecture of the network and the representation of the training data have influence on…”
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Stabilizing and Improving the Learning Speed of 2-Layered LSTM Network by Correa, D.C., Levada, A., Saito, J.H.

“…This paper presents a novel method to initialize the LSTM network weights in order to improve and stabilize the learning speed, based on Nguyen and…”
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Novel approaches for face recognition: Template-matching using Dynamic Time Warping and LSTM neural network supervised classification by Levada, A.L.M., Correa, D.C., Salvadeo, D., Saito, J.H., Mascarenhas, N.

“…This paper presents novel methodologies for face recognition: template-matching using Dynamic Time Warping (DTW) and Long-Short-Term-Memory (LSTM) neural…”
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ArchMDSP: using DSPs for parallel image processing by Mucheroni, M.L., Moron, C.E., Saito, J.H.

“…Presents a parallel machine implemented with digital signal processors (DSPs), and its corresponding programming environment. This machine, named "Architecture…”
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A system for fingerprint minutiae classification and recognition by Arantes, M., Ide, A.N., Saito, J.H.

“…This paper shows a study about biometrics characteristics for recognition/classification and presents how it is used for individual recognition. The approach…”
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Brainway computer implementation availability using reconfiguration by Ide, A.N., Saito, J.H., Abib, S.

“…This paper describes a study of the brainway computer implementation availability. As an example of this brainway reconfigurable computer, it is proposed a…”
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