opics of the conference ICONIP2024 invites high quality contributions from, but not limited to the topics below: Track 1: Theory and Algorithms Causality and explainable AI Computational intelligence Control and decision theory Constraint & uncertainty theory Machine learning Neurodynamics Neural network models Optimization Pattern recognition Time series analysis Track 2: Cognitive Neurosciences Affective and cognitive learning Biometric systems/interfaces Brain-machine interface Computational psychiatry Neuroeconomics Neural data analysis Reasoning and consciousness Sensory perception Social cognition Track 3: Human Centred Computing Bioinformatics Biomedical information Healthcare Human activity recognition Human-centred design Human-computer interaction Neuromorphic hardware Recommender systems Social networks Sports and rehabilitation Track 4: Applications Big data analysis Computational finance Image processing & computer vision Data mining Information security Information retrieval Multimedia information processing Natural language processing Robotics and control Web search and mining