Web1 Nov 2011 · To study the underlying components of receptive field organization, in vivo patch-clamp recording was used to compare the size and distribution of subthreshold, … (1)感受野的作用: 1、小尺寸的卷积代替大尺寸的卷积,可减少网络参数、增加网络深度、扩大感受野(例如:3 个 3 x 3 的卷积层的叠加可以替代7*7的卷积),网络深度越深感受野越大性能越好; 2、对于分类任务来说,最后一层特征图的感受野大小要大于等于输入图像大小,否则分类性能会不理想; 3、对于目标检 … See more 感受野(Receptive Field)的定义:卷积神经网络每一层输出的特征图(feature map)上的像素点映射回输入图像上的区域大小。通俗点的解释 … See more (1)若输入图像的尺寸大小是5*5,经过两次3*3的卷积核(其中stride=1,padding=0)后,其感受野大小为5*5,如下图所示: ( … See more (1)注意: 1、感受野大小的计算方式是从最后一层feature map开始,往下往上的计算方法,即先计算最深层在前一层上的感受野,然后以此类推逐层传递到第一层。 2、感受野大小的计算 … See more
The Consequences of Response Nonlinearities for Interpretation …
Web19 Oct 2024 · 100 dorsal target receptive field and the ventral grating receptive field are not always the same. 101 We also show that the two receptive fields receive separate input, from the pre-synaptic target 102 pathway and the pre-synaptic widefield motion pathway, respectively, and when stimulated Web9 Jan 2008 · Neurons in the central auditory system are often described by the spectrotemporal receptive field (STRF), conventionally defined as the best linear fit between the spectrogram of a sound and the spike rate it evokes. An STRF is often assumed to provide an estimate of the receptive field of a neuron, i.e., the spectral and temporal range … charly edsitty bio
The contribution of inhibitory mechanisms to the receptive field ...
WebIn many species, neurons responding to visual motion at higher processing stages are often specifically tuned to particular flow fields; however, the neural circuitry that leads to this … Web23 Nov 2011 · The receptive field properties of dorsal horn neurons may be viewed as representing the net balance between excitatory and inhibitory influences from the … Web2 Jul 2024 · According to Wikipedia [1], the receptive field (of a biological neuron) is “the portion of the sensory space that can elicit neuronal responses, when stimulated”. The … charly edsitty age