Srinath Ramanujan, Czarnik Martyna M, Cohen Marlene R
Department of Neurobiology and Neuroscience Institute, The University of Chicago, Chicago, IL 60637, USA.
Current affiliation: Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
bioRxiv. 2024 Jul 15:2024.07.10.602774. doi: 10.1101/2024.07.10.602774.
We use sensory information in remarkably flexible ways. We can generalize by ignoring task-irrelevant features, report different features of a stimulus, and use different actions to report a perceptual judgment. These forms of flexible behavior are associated with small modulations of the responses of sensory neurons. While the existence of these response modulations is indisputable, efforts to understand their function have been largely relegated to theory, where they have been posited to change information coding or enable downstream neurons to read out different visual and cognitive information using flexible weights. Here, we tested these ideas using a rich, flexible behavioral paradigm, multi-neuron, multi-area recordings in primary visual cortex (V1) and mid-level visual area V4. We discovered that those response modulations in V4 (but not V1) contain the ingredients necessary to enable flexible behavior, but not via those previously hypothesized mechanisms. Instead, we demonstrated that these response modulations are precisely coordinated across the population such that downstream neurons have ready access to the correct information to flexibly guide behavior without making changes to information coding or synapses. Our results suggest a novel computational role for task-dependent response modulations: they enable flexible behavior by changing the information that gets out of a sensory area, not by changing information coding within it.
我们以非常灵活的方式使用感官信息。我们可以通过忽略与任务无关的特征进行概括,报告刺激的不同特征,并使用不同的动作来报告感知判断。这些灵活行为的形式与感觉神经元反应的微小调节有关。虽然这些反应调节的存在是无可争议的,但理解其功能的努力在很大程度上已沦为理论层面,在理论中,它们被假定为改变信息编码或使下游神经元能够使用灵活的权重读出不同的视觉和认知信息。在这里,我们使用丰富、灵活的行为范式、在初级视觉皮层(V1)和中级视觉区域V4进行多神经元、多区域记录来测试这些想法。我们发现,V4(而非V1)中的那些反应调节包含实现灵活行为所需的要素,但并非通过先前假设的机制。相反,我们证明这些反应调节在群体中精确协调,以便下游神经元能够随时获取正确信息,从而灵活地指导行为,而无需改变信息编码或突触。我们的结果表明任务依赖型反应调节具有一种新的计算作用:它们通过改变从感觉区域输出的信息来实现灵活行为,而不是通过改变其内部的信息编码。