کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
405629 | 677696 | 2009 | 11 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Cross-modal and scale-free action representations through enaction Cross-modal and scale-free action representations through enaction](/preview/png/405629.png)
Embodied action representation and action understanding are the first steps to understand what it means to communicate. We present a biologically plausible mechanism to the representation and the recognition of actions in a neural network with spiking neurons based on the learning mechanism of spike-timing-dependent plasticity (STDP). We show how grasping is represented through the multi-modal integration between the vision and tactile maps across multiple temporal scales. The network evolves into a small-world organization with scale-free dynamics promoting efficient inter-modal binding of the neural assemblies with accurate timing. Finally, it acquires the qualitative properties of the mirror neuron system to trigger an observed action performed by someone else.
Journal: Neural Networks - Volume 22, Issue 2, March 2009, Pages 144–154