Bringing the Grandmother back into the Picture: A Memory-Based View of Object Recognition
Bringing the Grandmother back into the Picture: A Memory-Based View of Object Recognition
复制标题
让祖母重新回到画面中：基于记忆的物体识别视图
DOI：
--
复制
发表时间：
1990
影响因子：
1.5
通讯作者：
T. Poggio
中科院分区：
文献类型：
--
作者：
S. Edelman;T. Poggio
我们描述了一个多功能的图形原型为基础的学习计划的3D物体识别实验。GRBF方案似乎适合于在生物物理硬件中实现，因为它涉及的唯一一种计算可以通过结合感受野来有效地进行。此外，该方案在计算上是有吸引力的，因为它将“祖母”单元的旧概念与正则化和样条的严格近似方法结合在一起。
We describe experiments with a versatile pictorial prototype based learning scheme for 3D object recognition. The GRBF scheme seems to be amenable to realization in biophysical hardware because the only kind of computation it involves can be effectively carried out by combining receptive fields. Furthermore, the scheme is computationally attractive because it brings together the old notion of a ``grandmother'''' cell and the rigorous approximation methods of regularization and splines.
我们能想象从其他角度看物体是什么样子吗？
影响因子：
2.6
作者：
Rock,I;Wheeler,D;Tudor,L
通讯作者：
Tudor,L