Colder Brian
Colder Scientific McLean, VA, USA.
Front Comput Neurosci. 2015 Sep 23;9:119. doi: 10.3389/fncom.2015.00119. eCollection 2015.
While considerable evidence supports the notion that lower-level interpretation of incoming sensory information is guided by top-down sensory expectations, less is known about the source of the sensory expectations or the mechanisms by which they are spread. Predictive coding theory proposes that sensory expectations flow down from higher-level association areas to lower-level sensory cortex. A separate theory of the role of prediction in cognition describes "emulations" as linked representations of potential actions and their associated expected sensation that are hypothesized to play an important role in many aspects of cognition. The expected sensations in active emulations are proposed to be the top-down expectation used in predictive coding. Representations of the potential action and expected sensation in emulations are claimed to be instantiated in distributed cortical networks. Combining predictive coding with emulations thus provides a theoretical link between the top-down expectations that guide sensory expectations and the cortical networks representing potential actions. Now moving to theories of action selection, the basal ganglia has long been proposed to select between potential actions by reducing inhibition to the cortical network instantiating the desired action plan. Integration of these isolated theories leads to the novel hypothesis that reduction in inhibition from the basal ganglia selects not just action plans, but entire emulations, including the sensory input expected to result from the action. Basal ganglia disinhibition is hypothesized to both initiate an action and also allow propagation of the action's associated sensory expectation down towards primary sensory cortex. This is a novel proposal for the role of the basal ganglia in biasing perception by selecting the expected sensation, and initiating the top-down transmission of those expectations in predictive coding.
虽然大量证据支持这样一种观点,即对传入感觉信息的低级解释是由自上而下的感觉预期引导的,但对于感觉预期的来源或其传播机制却知之甚少。预测编码理论提出,感觉预期从高级联合区域向下流动到低级感觉皮层。另一种关于预测在认知中作用的理论将“模拟”描述为潜在动作及其相关预期感觉的关联表征,据推测在认知的许多方面都起着重要作用。主动模拟中的预期感觉被认为是预测编码中使用的自上而下的预期。模拟中潜在动作和预期感觉的表征据称是在分布式皮层网络中实例化的。因此,将预测编码与模拟相结合,为引导感觉预期的自上而下预期与代表潜在动作的皮层网络之间提供了理论联系。现在转向动作选择理论,长期以来人们一直认为基底神经节通过减少对实例化所需动作计划的皮层网络的抑制来在潜在动作之间进行选择。整合这些孤立的理论会产生一个新的假设,即基底神经节抑制的减少不仅选择动作计划,还选择整个模拟,包括预期由该动作产生的感觉输入。据推测,基底神经节去抑制既能启动一个动作,又能使该动作相关的感觉预期向下传播到初级感觉皮层。这是关于基底神经节在通过选择预期感觉来偏向感知以及在预测编码中启动这些预期的自上而下传递方面作用的一个新提议。