Essays about: "Learning Vector Quantization"
Found 4 essays containing the words Learning Vector Quantization.
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1. Adaptive Energy Management Strategies for Series Hybrid Electric Wheel Loaders
University essay from Linköpings universitet/FordonssystemAbstract : An emerging technology is the hybridization of wheel loaders. Since wheel loaders commonly operate in repetitive cycles it should be possible to use this information to develop an efficient energy management strategy that decreases fuel consumption. READ MORE
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2. Unsupervised Audio Spectrogram Compression using Vector Quantized Autoencoders
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Despite the recent successes of neural networks in a variety of domains, musical audio modeling is still considered a hard task, with features typically spanning tens of thousands of dimensions in input space. By formulating audio data compression as an unsupervised learning task, this project investigates the applicability of vector quantized neural network autoencoders for compressing spectrograms – image-like representations of audio. READ MORE
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3. Adding temporal plasticity to a self-organizing incremental neural network using temporal activity diffusion
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)Abstract : Vector Quantization (VQ) is a classic optimization problem and a simple approach to pattern recognition. Applications include lossy data compression, clustering and speech and speaker recognition. READ MORE
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4. Color Segmentation using LVQ-Learning Vector Quantization
University essay from DatateknikAbstract : This thesis aims to present a color segmentation approach for traffic sign recognition based on LVQ neural networks. The RGB images were converted into HSV color space, and segmented using LVQ depending on the hue and saturation values of each pixel in the HSV color space. READ MORE
