2 search results - page 1 / 1 » Product Unit Neural Networks with Constant Depth and Superli... |
ICANN
2001
Springer
13 years 9 months ago
2001
Springer
Abstract. It has remained an open question whether there exist product unit networks with constant depth that have superlinear VC dimension. In this paper we give an answer by cons...
IJCNN
2000
IEEE
13 years 8 months ago
2000
IEEE
A product unit is a formal neuron that multiplies its input values instead of summingthem. Furthermore, it has weights acting as exponents instead of being factors. We investigate...