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 2016 2017 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 2016  2017 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 Trust enhanced cryptography role based access control for secure cloud data storage
2 Improved Privacy-Preserving P2P Multimedia Distribution Based on Recombined Fingerprints
3 A Time efficient approach for detecting errors in big sensor data on cloud
4 Cost Minimizing Dynamic Migration of Content Distribution Services into Hybrid Clouds
5 Control Cloud Data Access Privilege and Anonymity with Fully Anonymous Attribute-Based Encryption
7 Identity-Based Distributed Provable Data Possession in Multi-Cloud Storage
8 Panda Public Auditing for Shared Data with Efficient User Revocation in the Cloud
9 PSMPA: Patient Self-Controllable and Multi-Level Privacy-Preserving Cooperative
10 Enabling Fine-grained Multi-keyword Search Supporting Classified
11 A Secure and Dynamic Multi keyword Ranked Search Scheme over Encrypted cloud
12 Real-time Twitter sentiment analysis with Stream Analytics
13 COMIC Cost Optimization for Internet Content Multihoming
14 Discovery of Ranking Fraud for Mobile Apps
15 Query Aware Determinization of Uncertain Objects
16 RRW – A Robust and Reversible Watermarking Technique for Relational Data
17 Combining Multiple Classification Methods for Hyperspectral Data Interpretation
18 A Secure Data Hiding Technique in Compressed Video Using a Secret Key
19 Steganography Using Reversible Texture Synthesis
20 Robust Watermarking Techniques For Color Images
21 Authenticated Key Exchange Protocols for Parallel Network File Systems
22 Assessment In Wireless Sensor Network Security
23 Energy aware Load Balancing and Application Scaling for the Cloud
24 Universal Network Coding-Based Opportunistic Routing for Unicast
25 Behavior Rule Specification-Based Intrusion Detection for Safety Critical Medical Cyber Physical
26 Friendbook: A Semantic-Based Friend Recommendation System for Social Networks
27 Continuous and Transparent User Identity Verification for Secure Internet
28 Key-Recovery Attacks on KIDS, a Keyed Anomaly Detection System