May 26, 2025 · This work aims to serve as a resource for both researchers and practitioners interested in understanding the current landscape and future directions of reliable and …

Bio-Inspired Algorithms (BIAs) have emerged as a compelling alternative for addressing these challenges. Defined as a class of metaheuristic methods inspired by biological and natural …

Sep 3, 2025 · Bio-Inspired Algorithms (BIAs) have emerged as a compelling alternative for addressing these challenges. Defined as a class of metaheuristic methods inspired by …

Jun 7, 2025 · Biologically inspired learning algorithms such as tempotron and Spikprop provide increased computational efficiency while maintaining competitive classification performance, …

Sep 9, 2025 · View a PDF of the paper titled Bio-inspired decision making in swarms under biases from stubborn robots, corrupted communication, and independent discovery, by Raina Zakir …

Jul 7, 2025 · This paper presents a novel method inspired by how humans perceive and navigate themselves effectively in novel environments. Specifically, we first build local frames that …

Aug 10, 2025 · This paper introduces a bio-inspired agent based on the Active Inference Framework (AIF), which unifies mapping, localisation, and adaptive decision-making for …

Feb 12, 2025 · Inspired by the mechanical oscillatory rhythms of neural cells, we developed a learning paradigm utilizing link strength oscillations, where learning is associated with the …

Dec 2, 2024 · View a PDF of the paper titled Bio-Inspired Adaptive Neurons for Dynamic Weighting in Artificial Neural Networks, by Ashhadul Islam and 1 other authors

Aug 12, 2025 · View a PDF of the paper titled Bio-Inspired Artificial Neural Networks based on Predictive Coding, by Davide Casnici and 2 other authors