首页>
外国专利>
EVENT-DRIVEN LEARNING AND REWARD MODULATION WITH SPIKE TIMING DEPENDENT PLASTICITY IN NEUROMORPHIC COMPUTERS
EVENT-DRIVEN LEARNING AND REWARD MODULATION WITH SPIKE TIMING DEPENDENT PLASTICITY IN NEUROMORPHIC COMPUTERS
展开▼
机译:神经形态计算机中的事件驱动学习和奖励调制与峰值定时相关的可塑性
展开▼
页面导航
摘要
著录项
相似文献
摘要
Systems and methods for event-driven learning with spike timing dependent plasticity in neuromorphic computers are disclosed. A neuromorphic processor includes a synapse coupled to a pre-synaptic neuron and coupled to a post-synaptic neuron, the synapse including a synapse memory to store a synapse weight and synapse spike timing dependent plasticity (STDP) circuit coupled to the synapse memory. The pre-synaptic neuron includes a pre-synaptic neuron memory to store a pre-synaptic neuron spike history and a pre-synaptic neuron STDP circuit coupled to the pre-synaptic neuron memory, the pre-synaptic neuron STDP circuit to, in response to the pre-synaptic neuron firing, initiate performing long term potentiation. The post-synaptic neuron includes a post-synaptic neuron memory storing a post-synaptic neuron spike history and a post-synaptic neuron STDP circuit coupled to the post¬ synaptic neuron memory to, in response to the post-synaptic neuron firing, initiate performing long term depression.
展开▼