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» A SIMD Neural Network Processor for Image Processing
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ISVLSI
2006
IEEE
82views VLSI» more  ISVLSI 2006»
14 years 1 months ago
Optimal Periodical Memory Allocation for Logic-in-Memory Image Processors
One major issue in designing image processors is to design a memory system that supports parallel access with a simple interconnection network. This paper presents a design method...
Masanori Hariyama, Michitaka Kameyama, Yasuhiro Ko...
SBACPAD
2008
IEEE
249views Hardware» more  SBACPAD 2008»
14 years 2 months ago
Processing Neocognitron of Face Recognition on High Performance Environment Based on GPU with CUDA Architecture
This work presents an implementation of Neocognitron Neural Network, using a high performance computing architecture based on GPU (Graphics Processing Unit). Neocognitron is an ar...
Gustavo Poli, José Hiroki Saito, Joã...
SBRN
1998
IEEE
13 years 12 months ago
Implementation of a Probabilistic Neural Network for Multi-spectral Image Classification on an FPGA based Custom Computing Machi
As the demand for higher performance computers for the processing of remote sensing science algorithms increases, the need to investigate new computing paradigms is justified. Fie...
Marco A. Figueiredo, Clay Gloster
ICPR
2002
IEEE
14 years 8 months ago
A Neural Network Classifier for Occluded Images
This paper proposes a neural network classifier which can automatically detect the occluded regions in the given image and replace that regions with the estimated values. An auto-...
Takio Kurita, Takashi Takahashi, Yukifumi Ikeda
ICPR
2000
IEEE
14 years 8 months ago
Image Recognition on the Neural Network Based on Multi-Valued Neurons
Multi-valued neurons are the neural processing elements with complex-valued weights, huge functionality (it is possible to implement on the single neuron arbitrary mapping describ...
Igor N. Aizenberg, Naum N. Aizenberg, Constantine ...