748 search results - page 16 / 150 » A Reinforcement Learning Algorithm for Spiking Neural Networ... |
103
Voted
BC
2006
15 years 2 months ago
2006
Recruitment learning in hierarchies is an inherently unstable process (Valiant, 1994). This paper presents conditions on parameters for a feedforward network to ensure stable recru...
128
Voted
IPPS
2010
IEEE
15 years 19 days ago
2010
IEEE
Recently, there has been strong interest in large-scale simulations of biological spiking neural networks (SNN) to model the human brain mechanisms and capture its inference capabi...
127
Voted
NCI
2004
15 years 4 months ago
2004
In this paper we demonstrate that Long Short-Term Memory (LSTM) is a differentiable recurrent neural net (RNN) capable of robustly categorizing timewarped speech data. We measure ...
109
Voted
IJCNN
2000
IEEE
15 years 7 months ago
2000
IEEE
The timely and accurate detection of computer and network system intrusions has always been an elusive goal for system administrators and information security researchers. Existin...
115
Voted
IJCAI
2007
15 years 4 months ago
2007
TD-FALCON is a self-organizing neural network that incorporates Temporal Difference (TD) methods for reinforcement learning. Despite the advantages of fast and stable learning, TD...