Neural Networks Projects 2014-2015 Chennai

ABOUT NEURAL NETWORK PROJECTS

Neural networks facilitate the real-time parallel processing of massive data sets. Optical neural networks 2014 2015 IEEE projects offer low-volume 3D connectivity together with large bandwidth and minimal heat production in contrast to electronic implementation. Here, we present a conceptual design for in-fiber optical neural networks.

Neurons and synapses are realized as individual silica cores in a multi-core fiber. Optical signals are transferred transversely between cores by means of optical coupling. Pump-driven amplification in erbium-doped 2014 2015 IEEE neural project centers in Chennai cores mimics synaptic interactions. We simulated three-layered feed-forward neural networks and explored their capabilities.

Simulations suggest that networks can differentiate between given inputs depending on specific configurations of amplification; this implies classification and learning capabilities.

Finally, we tested experimentally our basic neuronal elements using fibers, couplers, and amplifiers and demonstrated that this configuration implements a neuron-like function.

IEEE NEURAL NETWORK DOMAIN LIST 2014-2015