Petersen R S, Panzeri S, Diamond M E
Cognitive Neuroscience Sector, International School for Advanced Studies, Via Beirut 2/4, 34014 Trieste, Italy.
Neuron. 2001 Nov 8;32(3):503-14. doi: 10.1016/s0896-6273(01)00481-0.
This study explores the nature of population coding in sensory cortex by applying information theoretic analyses to neuron pairs recorded simultaneously from rat barrel cortex. We quantified the roles of individual spikes and spike patterns in encoding whisker stimulus location. 82%-85% of the total information was contained in the timing of individual spikes: first spike time was particularly crucial. Spike patterns within neurons accounted for the remaining 15%-18%. Neuron pairs located in the same barrel column coded redundantly, whereas pairs in neighboring barrel columns coded independently. The barrel cortical population code for stimulus location appears to be the time of single neurons' first poststimulus spikes-a fast, robust coding mechanism that does not rely on "synergy" in crossneuronal spike patterns.
本研究通过对从大鼠桶状皮层同时记录的神经元对应用信息论分析,探讨了感觉皮层中群体编码的本质。我们量化了单个尖峰和尖峰模式在编码触须刺激位置中的作用。总信息的82%-85%包含在单个尖峰的时间中:第一个尖峰时间尤为关键。神经元内的尖峰模式占其余的15%-18%。位于同一桶状柱中的神经元对进行冗余编码,而相邻桶状柱中的神经元对则独立编码。刺激位置的桶状皮层群体编码似乎是单个神经元刺激后第一个尖峰的时间——一种快速、稳健的编码机制,不依赖于跨神经元尖峰模式中的“协同作用”。