The topics of interest for submission include, but are not limited to:
◕ Neuromorphic Hardware & System Design
· Novel Neuromorphic Chips
· Memristors and Brain-Inspired Computing Hardware
· Low-Power Neural Network Accelerator Architectures, etc.
◕ Neural Algorithms, Models & Cognitive Intelligence
· New Algorithms for Neural Networks; Fusion of Deep Learning and Neuromorphic Computing
· Spiking Neural Networks, Adaptive Computing Models
· Brain-Inspired Visual and Auditory Processing; Machine Learning-Driven Cognitive Tasks, etc.
◕ Bio-Inspired Computing and Theories
· Neuroscience Foundations, Brain Function Simulation
· Neural Coding/Decoding Mechanisms
· Synaptic Plasticity and Learning Algorithms, etc.
◕ Application Cases and Interdisciplinary Integration
· Applications of Neuromorphic Computing (Autonomous Driving, Healthcare, Robotics, Internet of Things, etc.)
· Cross-Domain Integration: Quantum Computing, Photonic Computing, and Materials Science Empowering Neuromorphic Devices
◕ Swarm Intelligence and Intelligent Unmanned Systems
· Intelligent Cooperative Control Algorithms for Unmanned Swarms
· Large-Scale Intelligent Decision-Making for Unmanned Swarms, Multi-Agent Reinforcement Learning
· Active Perception and Understanding in Complex Dynamic Scenarios, etc.
◕ Neuromorphic Software and Tool Development
· Neuromorphic Computing Software Frameworks
· Simulation and Emulation Tools
· Programming Languages and Compiler Optimization, etc.
Other ...