Browsing by Author "Jalalvand, Azarakhsh"

Cluster-Based Input Weight Initialization for Echo State Networks

Feature Engineering and Stacked Echo State Networks for Musical Onset Detection

Hybrid static-sensory data modeling for prediction tasks in basic oxygen furnace process

Hybrid-Input FCN-CNN-SE for Industrial Applications: Classification of Longitudinal Cracks during Continuous Casting

Improved Acoustic Modeling for Automatic Piano Music Transcription Using Echo State Networks

Indoor human activity recognition using high-dimensional sensors and deep neural networks

Indoor person identification using a low-power FMCW radar

Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar

Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems

Multipitch tracking in music signals using Echo State Networks

Multivariate time series for data-driven endpoint prediction in the basic oxygen furnace

Object localization in handheld thermal images for fireground understanding

On the application of reservoir computing networks for noisy image recognition

PyRCN: A toolbox for exploration and application of Reservoir Computing Networks

Radar signal processing for human identification by means of reservoir computing networks

Unsupervised Pretraining of Echo State Networks for Onset Detection