10 search results - page 1 / 2 » Capabilities and Limitations of Feedforward Neural Networks ... |
ISCAS
1995
IEEE
13 years 8 months ago
1995
IEEE
This paper proposes a multilevel logic approach to output coding using multilevel neurons in the output layer. Training convergence for a single multilevel perceptron is considere...
TNN
1998
13 years 4 months ago
1998
: A novel approach to artificial neural networks is presented. The philosophy of this approach is based on two aspects: the design of task-specific networks, and a new neuron model...
CSREAESA
2004
13 years 6 months ago
2004
- The model of a simple perceptron using phase-encoded inputs and complex-valued weights is presented. Multilayer two-input and three-input complex-valued neurons (CVNs) are implem...
IJCNN
2006
IEEE
13 years 11 months ago
2006
IEEE
— Neuronal morphology plays a crucial role in the information processing capabilities of neurons. Despite the importance of morphology for neural functionality, biological data i...
SIAMADS
2010
12 years 11 months ago
2010
Precise spatiotemporal sequences of action potentials are observed in many brain areas and are thought to be involved in the neural processing of sensory stimuli. Here, we examine ...