NECO
2010
13 years 10 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 10 months ago
2010
NECO
2010
13 years 10 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 10 months ago
2010
NECO
2010
13 years 10 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 10 months ago
2010
NECO
2010
13 years 10 months ago
2010
NECO
2010
13 years 10 months ago
2010
NECO
2010
13 years 10 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 10 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...