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Master neural networks from scratch with Python

Building neural networks from scratch in Python with NumPy is one of the most effective ways to internalize deep learning fundamentals. By coding forward and backward propagation yourself, you see how ...
IEEE

Gradient-Descent-Based STDM-VSIMM Filter for Maneuvering Target Tracking

Abstract: In this article, we propose a maneuvering target tracking algorithm based on the sojourn-time-dependent semi-Markov variable structure interacting multiple model (STDM-VSIMM) filter. Due to ...
IEEE

Gradient Descent-Based Online Mutual Inductances Identification and Transfer Route Optimization for Dynamically Reconfigurable WPT Network

Abstract: Wireless Power Transfer Network (WPTN), with their multidimensional dynamic magnetic coupling capabilities, address the limitations of traditional wireless power transfer (WPT) technologies ...