59 search results - page 2 / 12 » A spiking neuron model: applications and learning |
IJON
2006
13 years 4 months ago
2006
In this work, we propose a variation of a direct reinforcement learning algorithm, suitable for usage with spiking neurons based on the spike response model (SRM). The SRM is a bi...
ISCAS
2008
IEEE
13 years 11 months ago
2008
IEEE
— This paper presents an analogue integrated circuit implementation of a cortical neuron model. The VLSI chip prototype has been implemented in a 0.35 µm CMOS technology. The si...
ICANNGA
2007
Springer
13 years 11 months ago
2007
Springer
We developed a computational model of the mushroom body (MB), a prominent region of multimodal integration in the insect brain, and tested the model’s performance for non-element...
NIPS
2004
13 years 6 months ago
2004
We derive an optimal learning rule in the sense of mutual information maximization for a spiking neuron model. Under the assumption of small fluctuations of the input, we find a s...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. One focus of recent research in the field of biologically plausible neural networks is the investigation of higher-level functions such as learning, development and modu...