Best AI courses 2026 in India including Google, AWS, and MIT certifications. Learn AI from beginner to expert level and boost ...

Abstract: This paper presents attention-based deep neural networks for high-dimensional microwave modeling to predict behavior of spatio-temporal modulated (STM) non-reciprocal bandpass filters ...

Draft version. Final version is published in “Chapman & Hall/CRC Mathe-matics and Artificial Intelligence Series” by Taylor & Francis in 2026. @book{ye2026mathematical, title = {Mathematical ...

Learn how to build a fully connected, feedforward deep neural network from scratch in Python! This tutorial covers the theory, forward propagation, backpropagation, and coding step by step for a hands ...

Base Theory: SDEs and Path Signatures: The technical details motivating much of the library's foundations. Neural Network Solvers: The technical details driving the implementation of the neural ...

Neural Audio is a category of deep learning pipelines which output audio signals directly, in real-time scenarios of action-sound interactions. In this work, we examine how neural audio-based ...

Abstract: This work investigates the generalization behavior of deep neural networks (DNNs), focusing on the phenomenon of “fooling examples,” where DNNs confidently classify inputs that appear random ...