Seemanta Saha

Title: Seemanta Saha: Innovator in Deep Neural Network Validation

Introduction

Seemanta Saha is an accomplished inventor based in Goleta, California. He has made significant contributions to the field of artificial intelligence, particularly in the validation of deep neural networks. His innovative work has the potential to enhance the accuracy and reliability of real-time applications.

Latest Patents

Seemanta holds a patent for the "Validation of deep neural network (DNN) prediction based on pre-trained classifier." This patent outlines a method that includes receiving a first data point associated with a real-time application and predicting a first class for that data point using a DNN pre-trained for classification tasks. The process involves extracting features and weights from the DNN, determining a confidence score with a pre-trained classifier, and generating output information to indicate the correctness of the prediction based on the confidence score. This invention represents a significant advancement in the field of machine learning.

Career Highlights

Seemanta Saha is currently employed at Fujitsu Corporation, where he continues to work on innovative projects that leverage deep learning technologies. His expertise in neural networks and machine learning has positioned him as a valuable asset in his field.

Collaborations

Seemanta collaborates with talented individuals such as Ripon K Saha and Mukul Ranjan Prasad. Their combined efforts contribute to the advancement of technology and innovation within their organization.

Conclusion

Seemanta Saha's work in deep neural network validation showcases his commitment to advancing artificial intelligence. His contributions are paving the way for more reliable and efficient real-time applications.