Does Non-linearity Matter in Retail Credit Risk Modeling? [PDF]
In this research we propose a new method for retail credit risk modeling. In order to capture possible non-linear relationships between credit risk and explanatory variables, we use a learning vector quantization (LVQ) neural network.
Davorin Kracun+2 more
core
This study presents the neural network SPICE integration platform (NSIP), a novel simulation framework for FeFET‐based crossbar arrays in neuromorphic computing. NSIP accurately models synaptic behavior, evaluates inference accuracy, and optimizes process variations.
Juhwan Park+3 more
wiley +1 more source
Sistem Navigasi Robot Hexapod Menggunakan Behavior Dan Learning Vector Quantization
Robot banyak digunakan dalam berbagai bidang pekerjaan, salah satunya seperti pada mobile robot jenis berkaki untuk navigasi di dalam lingkungan yang kompleks. Robot berkaki atau dikenal dengan robot hexapod merupakan robot yang meniru pola gerak makhluk
Rendyansyah Rendyansyah+1 more
doaj +1 more source
PENGENALAN BAHASA ISYARAT HURUF ABJAD MENGGUNAKAN METODE LEARNING VECTOR QUANTIZATION (LVQ) [PDF]
Komunikasi paling efektif bagi mereka yang kurang beruntung (dalam hal ini penderita tuna rungu) adalah komunikasi non verbal. Komunikasi non verbal menggunakan gerakan tangan maupun gerakan tubuh dalam komunikasinya. Pada masyarakat umum masih sedikit
Suhartono, Suhartono+1 more
core
A Memristor‐Based Event‐Driven Reservoir Computing System for Cardiac Arrhythmia Detection
A low‐power, memristor‐assisted system is developed for real‐time arrhythmia detection in wearable electrocardiograph (ECG) monitoring. It integrates a level‐crossing encoder, a reservoir computing module, and a memristor crossbar to compress, process, and classify signals efficiently.
Hanrui Li+2 more
wiley +1 more source
Diagnosa Penyakit dengan Gejala Demam Menggunakan Learning Vector Quantization (LVQ)
Terdapat beberapa penyakit dengan gejala demam yang sulit untuk dibedakan yaitu Demam tifoid (tifus), Demam berdarah dengue (DBD), dan Malaria. Kesulitan dalam mendeteksi lebih awal ketiga penyakit ini karena memiliki gejala klinis yang hampir sama ...
Dian Eka Ratnawati, Marji Marji
doaj +1 more source
Real‐Time Guidewire Tip Tracking Using a Siamese Network for Image‐Guided Endovascular Procedures
Accurate guidewire navigation is critical for the success of endovascular procedures. This study presents a deep learning‐based framework that enables real‐time localization of the guidewire tip from intraoperative digital subtraction angiography images.
Tianliang Yao+4 more
wiley +1 more source
Medical diagnosis using artificial neural networks
Medical diagnosis using Artificial Neural Networks (ANN) and computer-aided diagnosis with deep learning is currently a very active research area in medical science.
Afsana Begum+2 more
doaj +1 more source
A Hybrid Rough Sets K-Means Vector Quantization Model For Neural Networks Based Arabic Speech Recognition [PDF]
Speech is a natural, convenient and rapid means of human communication. The abil ity to respond to spoken language is of special importance in computer application wherein the user cannot use his/her limbs in a proper way, and may be useful in office ...
Babiker, Elsadig Ahmed Mohamed
core
Haptic Perception via the Dynamics of a Flexible Body Inspired by an Ostrich's Neck
Inspired by avian anatomy, this study uses a flexible robotic neck to investigate haptic perception driven by musculoskeletal dynamics. By applying physical reservoir computing, the robot encodes external force interactions into its body dynamics, allowing effective object classification.
Kazashi Nakano+3 more
wiley +1 more source