The topics of interest for submission include, but are not limited to:
◕ Neuromorphic hardware and system design · Including new neuromorphic chips · Memristors and brain-like computing hardware · Low-power neural network accelerators |
◕ Neural algorithm and computational model · The new algorithm of neural network · The fusion of deep learning and neuromorphic computing · Spiking neural network · Adaptive and plasticity computing model are discussed |
◕ Cognition and perception system · Brain-like vision, auditory and other sensory processing · The application of machine learning in cognitive tasks · Situation understanding and behavior planning |
◕ Biologically inspired computing and theory · Neuroscience basis · Brain function simulation · Neural coding and decoding mechanism · Synaptic plasticity and learning algorithm |
◕ Applications and case studies · Application examples of neuromorphic computing in the fields of autonomous driving · Medical health · Robotics · The Internet of Things |
◕ Interdisciplinary integration · Neuromorphic computing intersects with other fields, such as quantum computing · Photonic computing · The application of material science in neuromorphic devices |
◕ Software and tool development · Neuromorphic computing software framework · Simulation and simulation tools · Programming language and compiler optimization |