首页>
外国专利>
NEUROSYNAPTIC PROCESSING CORE WITH SPIKE TIME DEPENDENT PLASTICITY (STDP) LEARNING FOR A SPIKING NEURAL NETWORK
NEUROSYNAPTIC PROCESSING CORE WITH SPIKE TIME DEPENDENT PLASTICITY (STDP) LEARNING FOR A SPIKING NEURAL NETWORK
展开▼
机译:尖峰神经网络的具有尖峰时间依赖可塑性(STDP)学习的神经突触处理核心
展开▼
页面导航
摘要
著录项
相似文献
摘要
There is provided a neurosynaptic processing core with spike time dependent plasticity (STDP) learning for a spiking neural network, including: a spiking neuron block including a pre-synaptic block and a post-synaptic block; a synapse block communicatively coupled to the spiking neuron block; a STDP learning block communicatively coupled to the spiking neuron block and the synapse block, the STDP learning block including a pre-synaptic event accumulator including a pre-synaptic spike event memory block and a pre-synaptic spike parameter modifier; a post-synaptic event accumulator including a post-synaptic spike event memory block and a post-synaptic spike parameter modifier, a weight change accumulator, and a weight change parameter modifier; a learning error modulator; and a synaptic weight modifier configured to modify a synaptic weight parameter based on a weight change parameter and a learning error corresponding to the synaptic weight parameter. There is also provided a corresponding method of operating and a corresponding method of forming the neurosynaptic processing core.
展开▼