Interest AreasTopics at

    Feedforward neural networks, Recurrent neural networks, Self-organizing maps, Radial basis function networks, Attractor neural networks and associative memory, Modular networks, Fuzzy neural networks, Spiking neural networks, Reservoir networks (echo-state networks, liquid-state machines, etc.), Large-scale neural networks, and Other topics in artificial neural networks

    Supervised learning, Unsupervised learning and clustering, (including PCA, and ICA), Reinforcement learning, Probabilistic and information-theoretic methods, Support vector machines and kernel methods, EM algorithms, Mixture models, ensemble learning, and other meta-learning or committee algorithms, Bayesian, belief, causal, and semantic networks, Statistical and pattern recognition algorithms, Visualization of data, Feature selection, extraction, and aggregation, Evolutionary learning, Hybrid learning methods, Computational power of neural networks, Deep learning, and Other topics in machine learning

    Dynamical models of spiking neurons, Synchronization and temporal correlation in neural networks, Dynamics of neural systems, Chaotic neural networks, Dynamics of analog networks, Neural oscillators and oscillator networks, Dynamics of attractor networks, and Other topics in neurodynamics

    Connectomics, Models of large-scale networks in the nervous system, Models of neurons and local circuits, Models of synaptic learning and synaptic dynamics, Models of neuromodulation, Brain imaging, Analysis of neurophysiological and neuroanatomical data, Cognitive neuroscience, Models of neural development, Models of neurochemical processes, Neuroinformatics, and Other topics in computational neuroscience

    Neurocognitive networks, Cognitive architectures, Models of conditioning, reward and behavior, Cognitive models of decision-making, Embodied cognition, Cognitive agents, Multi-agent models of group cognition, Developmental and evolutionary models of cognition, Visual system, Auditory system, Olfactory system, Other sensory systems, Attention, Learning and memory, Spatial cognition, representation and navigation, Semantic cognition and language, Neural models of symbolic processing, Reasoning and problem-solving, Working memory and cognitive control, Emotion and motivation, Motor control and action, Dynamical models of coordination and behavior, Consciousness and awareness, Models of sleep and diurnal rhythms, Mental disorders, and Other topics in neural models of perception, cognition and action

    Brain-machine interfaces, Neural prostheses, Neuromorphic hardware, Embedded neural systems, and Other topics in neuroengineering

    Brain-inspired cognitive architectures, Embodied robotics, Evolutionary robotics, Developmental robotics, Computational models of development, Collective intelligence, Swarms, Autonomous complex systems, Self-configuring systems, Self-healing systems, Self-aware systems, Emotional computation, Artificial life, and Other topics in bio-inspired and biomorphic systems

    Bioinformatics, Biomedical engineering, Data analysis and pattern recognition, Speech recognition and speech production, Robotics, Neurocontrol, Approximate dynamic programming, adaptive critics, and Markov decision processes, Neural network approaches to optimization, Signal processing, image processing, and multi-media, Temporal data analysis, prediction, and forecasting; time series analysis, Communications and computer networks, Data mining and knowledge discovery, Power system applications, Financial engineering applications, Applications in multi-agent systems and social computing, Manufacturing and industrial applications, Expert systems, Clinical applications, Big data applications, Other applications, and Smart grid applications

    Hybrid intelligent systems, Swarm intelligence, Sensor networks, Quantum computation, Computational biology, Molecular and DNA computation, Computation in tissues and cells, Artificial immune systems, and Other cross-disciplinary topics