Friston Karl, Frith Christopher
The Wellcome Trust Centre for Neuroimaging, Institute of Neurology, UCL, United Kingdom.
The Wellcome Trust Centre for Neuroimaging, Institute of Neurology, UCL, United Kingdom.
Conscious Cogn. 2015 Nov;36:390-405. doi: 10.1016/j.concog.2014.12.003. Epub 2015 Jan 3.
This paper considers communication in terms of inference about the behaviour of others (and our own behaviour). It is based on the premise that our sensations are largely generated by other agents like ourselves. This means, we are trying to infer how our sensations are caused by others, while they are trying to infer our behaviour: for example, in the dialogue between two speakers. We suggest that the infinite regress induced by modelling another agent - who is modelling you - can be finessed if you both possess the same model. In other words, the sensations caused by others and oneself are generated by the same process. This leads to a view of communication based upon a narrative that is shared by agents who are exchanging sensory signals. Crucially, this narrative transcends agency - and simply involves intermittently attending to and attenuating sensory input. Attending to sensations enables the shared narrative to predict the sensations generated by another (i.e. to listen), while attenuating sensory input enables one to articulate the narrative (i.e. to speak). This produces a reciprocal exchange of sensory signals that, formally, induces a generalised synchrony between internal (neuronal) brain states generating predictions in both agents. We develop the arguments behind this perspective, using an active (Bayesian) inference framework and offer some simulations (of birdsong) as proof of principle.
本文从对他人(以及我们自己的行为)的推断角度来考虑交流。它基于这样一个前提:我们的感觉很大程度上是由像我们自己这样的其他主体产生的。这意味着,我们试图推断他人是如何引起我们的感觉的,而他们也在试图推断我们的行为:例如,在两个说话者之间的对话中。我们认为,如果双方拥有相同的模型,那么在对另一个正在对你进行建模的主体进行建模时所引发的无限循环就可以巧妙地解决。换句话说,他人和自己所引起的感觉是由相同的过程产生的。这就导致了一种基于叙事的交流观点,这种叙事由正在交换感觉信号的主体所共享。至关重要的是,这种叙事超越了主体——仅仅涉及间歇性地关注和减弱感觉输入。关注感觉能够使共享的叙事预测另一个主体所产生的感觉(即倾听),而减弱感觉输入则能使一个人清晰地表达叙事(即说话)。这产生了感觉信号的相互交换,从形式上来说,这种交换在两个主体中产生预测的内部(神经元)大脑状态之间诱导出一种广义同步。我们使用一个主动(贝叶斯)推理框架来阐述这一观点背后的论据,并提供一些(鸟鸣的)模拟作为原理证明。