Membuat Pixel Art Menggunakan Learning Vector Quantization [PDF]
Pixel art didesain untuk banyak kepentingan dalam merepresentasikan wujud real life look seni visual artefak kontemporer. Pixel art adalah kratifitas seni membangun gambar dari unit kecil berwarna yang disebut dengan piksel, dari sebuah citra digital ...
AS, P. W. (Putra)+2 more
core +1 more source
Configurable Kernel Map Implementation in Memristor Crossbar for Convolution Neural Network
A configurable kernel map implementation using a memristor crossbar array is presented. The crossbar array area can be configured based on the number of read cycles per inference, which directly affects the inference speed. The algorithm underlying this scheme is described, and convolutional neural network operations are experimentally validated using ...
Gyeonghae Kim+3 more
wiley +1 more source
OPTIMASI FUZZY LEARNING VECTOR QUANTIZATION UNTUK SISTEM PENGENALAN AROMA CAMPURAN
Kehandalan dari sebuah sistem pengenalan aroma tidak hanya tergantung pada kemampuan perangkat sensor melainkan juga tergantung pada sistem pengenalan pola yang menggunakan jaringan syaraf tiruan. Struktur jaringan syaraf yang sederhana memiliki performa
Wisnu Jatmiko+2 more
doaj +1 more source
Video data compression using artificial neural network differential vector quantization [PDF]
An artificial neural network vector quantizer is developed for use in data compression applications such as Digital Video. Differential Vector Quantization is used to preserve edge features, and a new adaptive algorithm, known as Frequency-Sensitive ...
Ahalt, Stanley C.+2 more
core +1 more source
KOMPARASI HASIL KLASIFIKASI PENYAKIT DIABETES MELLITUS MENGGUNAKAN JARINGAN SYARAF TIRUAN BACKPROPAGATION DAN LEARNING VECTOR QUANTIZATION [PDF]
Diabetes Milletus merupakan penyakit yang ditandai dengan kenaikan kadar gula dalam darah. Penyebab penyakit ini biasanya disebabkan destruksi sel beta, kebiasaan pola makan, dan olah raga yang kurang teratur. Menurut asuhan keperawatan diabetes mellitus
Agus, Nurkhozin+2 more
core
Reprogrammable, In‐Materia Matrix‐Vector Multiplication with Floppy Modes
This article describes a metamaterial that mechanically computes matrix‐vector multiplications, one of the fundamental operations in artificial intelligence models. The matrix multiplication is encoded in floppy modes, near‐zero force deformations of soft matter systems.
Theophile Louvet+2 more
wiley +1 more source
Using of Learning Vector Quantization Network for Pan Evaporation Estimation
A modern technique is presented to study the evaporation process which is considered as an important component of the hydrological cycle. The Pan Evaporation depth is estimated depending upon four metrological factors viz. (temperature, relative humidity,
Kamel A. Abdulmuhsin+1 more
doaj +1 more source
Matrix Learning in Learning Vector Quantization
We propose a new matrix learning scheme to extend Generalized Relevance Learning Vector Quantization (GRLVQ), an efficient prototype-based classification algorithm. By introducing a full matrix of relevance factors in the distance measure, correlations between different features and their importance for the classification scheme can be taken into ...
Biehl, M.+2 more
openaire +4 more sources
Improving Long‐Term Glucose Prediction Accuracy with Uncertainty‐Estimated ProbSparse‐Transformer
Wearable devices collect blood glucose and other physiological data, which serve as inputs to the prediction model. After data embedding, a structure utilizing ProbSparse self‐attention and a one‐step generative head within a Transformer‐based model is introduced, which is concurrently designed for deployment on edge devices, enabling real‐time ...
Wei Huang+5 more
wiley +1 more source
Diagnosa Penyakit Demam Berdarah Dengue (DBD) menggunakan Metode Learning Vector Quantization (LVQ)
Dengue Hemorrhagic Fever is a disease that is carried and transmitted through the mosquito Aedes aegypti and Aedes albopictus which is commonly found in tropical and subtropical regions such as in Indonesia to Northern Australia.
Firman Tawakal, Ahmedika Azkiya
doaj +1 more source