In 1958, Frank Rosenblatt unveiled the perceptron in New York, laying the groundwork for image recognition in modern AI

A 1958 invention, the Perceptron, revolutionized computing by enabling machines to learn from experience, not just ...
IEEE

A Multi-Branched Hybrid Perceptron Network for DDoS Attack Detection Using Dynamic Feature Adaptation and Multi-Instance Learning

Abstract: The increasing sophistication and frequency of Distributed Denial of Service (DDoS) attacks necessitate advanced detection systems. These attacks leave networks vulnerable to disruptions, ...
IEEE

Inverse Value Iteration and Q-Learning: Algorithms, Stability, and Robustness

Abstract: This article proposes a data-driven model-free inverse Q-learning algorithm for continuous-time linear quadratic regulators (LQRs). Using an agent’s trajectories of states and optimal ...