Company Filing History:
Years Active: 2021-2022
Title: **Klaus Greff: Innovator in Neural Network Technologies**
Introduction
Klaus Greff, based in Massagno, Switzerland, is a notable inventor recognized for his contributions to the field of computer science and neural network technologies. With a total of two patents to his name, his innovations focus on improving data processing methods and enhancing neural network performance, making significant strides in artificial intelligence applications.
Latest Patents
Klaus Greff's latest patents include:
1. **Segmentation of Data**
This patent describes a computer-implemented method for segmenting input data. The method facilitates the generation of a plurality of tags, which are used to mask the input data. It involves generating multiple output reconstructions by processing the masked data through either a denoising neural network or a variational autoencoder. The innovation further includes determining various distances of output reconstructions to the original input data and generating updated versions of the input data based on these distances. Additionally, it details a training method for the network and a processing unit.
2. **Highly Trainable Neural Network Configuration**
This patent relates to a computer-based method that incorporates a neuron in a neural network. The method entails receiving an input signal, applying a first non-linear transform to produce a plain signal, and calculating a weighted sum of the input signal components. This innovative approach aims to enhance the trainability of neural networks, enabling more efficient processing and learning capabilities.
Career Highlights
Throughout his career, Klaus Greff has been associated with several prominent companies that specialize in cutting-edge technology. He worked at Nnaisense, a company known for its advanced AI solutions, and at Canary Capital LLC, where he contributed to innovative financial technologies. These experiences have played a significant role in shaping his innovative mindset and technical prowess.
Collaborations
Klaus has collaborated with noteworthy professionals in the field, including Rupesh Kumar Srivastava and Harri Valpola. Their combined expertise and innovative drive are a testament to the collaborative spirit prevalent in the tech industry.
Conclusion
Klaus Greff stands as a significant figure in the realm of data processing and neural networks. His innovative patents reflect a commitment to advancing technology and improving the functionality of machine learning systems. As the field continues to evolve, the work of inventors like Klaus is pivotal in shaping the future of artificial intelligence and computational methods.