Pasqualina Fragneto

Title: **Pasqualina Fragneto: Innovator in Neural Network Technologies**

Introduction

Pasqualina Fragneto, based in Milan, Italy, is a prominent inventor known for her contributions to the field of neural networks and wafer manufacturing systems. With a prolific portfolio boasting 22 patents, she has paved the way for innovative methodologies that enhance computational efficiencies and defect detection in semiconductor manufacturing.

Latest Patents

Fragneto's latest patents underscore her focus on advanced neural network operations. One significant invention is a "Method of operating neural networks, corresponding network, apparatus and computer program product." This method pertains to convolutional neural networks (CNNs), which facilitate the processing of input data through multiple layers, including the input and output layers. The core of her innovation lies in selecting operating circuits to perform arithmetic operations using the Residue Number System (RNS) on RNS-converted input data. The backward conversion from RNS to conventional data formats enables efficient data processing and improved output generation.

Another critical patent is the "Wafer manufacturing system, device and method." This device integrates image generation circuitry with a convolutional neural network to create a binned representation of wafer defect maps (WDMs). By analyzing these representations, the neural network assists in identifying the root cause of defects, thereby optimizing the manufacturing process and enhancing quality control measures.

Career Highlights

Throughout her career, Pasqualina has been associated with renowned companies, including STMicroelectronics and Hewlett-Packard Development Company. Her roles in these organizations have positioned her at the forefront of technological development, enabling her to transfer her theoretical expertise into practical applications that drive innovation in the tech industry.

Collaborations

In her pursuit of innovation, Pasqualina has collaborated with notable professionals such as Guido Marco Bertoni and Gerardo Pelosi. Their combined expertise has contributed to the success of various projects, enriching the development of new technologies and advancing research in neural network systems.

Conclusion

Pasqualina Fragneto's inventive spirit and commitment to advancing technology make her a vital contributor to the fields of neural networks and semiconductor manufacturing. Her innovative methodologies not only address current challenges in technology but also set the stage for future developments, solidifying her status as a leading inventor in her field.