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 2013 2014 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.
Neural Networks Facilitates Real-Time Parallel Processing Of Massive Data Sets. Optical Neural Networks 2013 2014 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.

SNO Projects List
1 Adaptive Fingerprint Image Enhancement With Emphasis on Preprocessing of Data Image Processing
2 An Optimized Wavelength Band Selection for Heavily Pigmented Iris Recognition Image Processing
3 Analysis Operator Learning and its Application to Image Reconstruction Image Processing
4 Compressive Framework for Demosaicing of Natural Images Image Processing
5 Context-Based Hierarchical Unequal Merging for SAR Image Segmentation Image Processing
6 Context-Dependent Logo Matching and Recognition Image Processing
7 Estimating Information from Image Colors: An Application to Digital Cameras and Natural Scenes Image Processing
8 General Framework to Histogram-Shifting-Based Reversible Data Hiding Image Processing
9 Latent Fingerprint Matching Using Descriptor-Based Hough Transform Image Processing
10 Local Directional Number Pattern for Face Analysis: Face and Expression Recognition Image Processing
11 Noise Reduction Based on Partial-Reference, Dual-Tree Complex Wavelet Transform Shrinkage Image Processing
12 Revealing the Traces of JPEG Compression Anti-Forensics Image Processing
13 Reversible Data Hiding With Optimal Value Transfer Image Processing
14 Reversible Watermarking Based on Invariant Image Classification and Dynamic Histogram Shifting Image Processing
15 Scene Text Detection via Connected Component Clustering and Nontext Filtering Image Processing
16 A Watermarking based medical Image Integrity Control System and an Image Moment Signature for Tampering Characterization Image Processing
17 A Hybrid Multiview Stereo Algorithm for Modeling Urban Scenes Image Processing
18 Adaptive Fingerprint Image Enhancement with Emphasis on Preprocessing of data Image Processing
19 Hyperspectral Imagery Restoration Using Nonlocal Spectral – Spatial Structured Sparse Representation with Noise Estimation Image Processing
20 Image Size Invariant Visual Cryptography for General Access Structures Subject to Display Quality Constraints Image Processing
21 Interactive Segmentation for Change Detection in Multispectral Remote Sensing Images Image Processing
22 Intra-and-Inter-Constraint based Video Enhancement based on Piecewise Tone Mapping Image Processing
23 LDFT based Watermarking Resilient to Local Desynchronization Attacks Image Processing
24 Rich Intrinsic Image Decomposition of Outdoor Scenes from Multiple Views Image Processing
25 Secure Watermarking for Multimedia Content Protection: A Review of its Benefits and Open Issues Image Processing
26 Robust Hashing for Image Authentication using Zernike Moments and Local Features Image Processing
27 Query Adaptive Image Search with Hash Codes Image Processing
28 Regional Spatially Adaptive Total Variation Super-Resolution with Spatial Information Filtering and Clustering Image Processing
29 Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images Image Processing