Porting Deep Spiking Q-Networks to neuromorphic chip Loihi

Keyphrases

• Deep Neural Network 100%
• Low Power 100%
• Neuromorphic chip 100%
• Low Power Consumption 100%
• Hardware Implementation 100%
• Low Latency 100%
• Q-network 100%
• Loihi 100%
• Online Learning 50%
• Order of Magnitude 50%
• Spiking Neural Networks 50%
• Performance Degradation 50%
• Generalization Ability 50%
• Parameter Variation 50%
• Spiking Network 50%
• Deep Q-learning 50%
• Deep Q-network 50%
• Neuromorphic 50%
• Non-spiking 50%
• Chip Implementation 50%
• Neuromorphic Hardware 50%
• Network Use 50%
• Reinforcement Learning Task 50%

Computer Science

• Deep Neural Network 100%
• Hardware Implementation 100%
• Low Power Consumption 100%
• Reinforcement Learning 50%
• Neural Network 50%
• Deep Q-Network 50%
• Performance Degradation 50%
• Parameter Variation 50%
• Computer Hardware 50%
• Electronic Learning 50%

Neuroscience

• Neural Network 100%
• Behavior (Neuroscience) 33%
• Reinforcement Learning 33%