NECO
2010
13 years 2 months ago
2010
Neurons in the input layer of primary visual cortex in primates develop edge-like receptive fields. One approach to understanding the emergence of this response is to state that ...
NECO
2010
13 years 2 months ago
2010
NECO
2010
13 years 2 months ago
2010
In this paper we develop a novel generalization bound for learning the kernel problem. First, we show that the generalization analysis of the kernel learning problem reduces to in...
NECO
2010
13 years 2 months ago
2010
NECO
2010
13 years 2 months ago
2010
The roles of inhibitory neurons in synchronous firing are examined in a network of excitatory and inhibitory neurons with Watts and Strogatz’s rewiring. By examining the persis...
NECO
2010
13 years 2 months ago
2010
NECO
2010
13 years 2 months ago
2010
NECO
2010
13 years 2 months ago
2010
NECO
2010
13 years 2 months ago
2010
To allow the hidden units of a restricted Boltzmann machine to model the transformation between two successive images, Memisevic and Hinton (2007) introduced three-way multiplicat...
NECO
2010
13 years 2 months ago
2010
Reinforcement learning models generally assume that a stimulus is presented that allows a learner to unambiguously identify the state of nature, and the reward received is drawn f...