Francisco Pereira

Title: Francisco Pereira: Innovator in Brain Imaging Technology

Introduction

Francisco Pereira is a prominent inventor based in Jersey City, NJ (US). He has made significant contributions to the field of brain imaging technology, holding a total of 7 patents. His work focuses on decoding brain imaging data and generating natural language representations from functional brain images.

Latest Patents

One of Pereira's latest patents involves a computer-implemented method for decoding brain imaging data of individual subjects by using additional imaging data from other subjects. This method includes receiving a plurality of functional Magnetic Resonance Imaging (fMRI) datasets corresponding to various subjects. Each dataset comprises brain activation patterns resulting from the presentation of multiple stimuli. A group dimensionality reduction (GDR) technique is applied to yield a low-dimensional space of response variables shared by the subjects. A model is then trained to predict a set of target variables based on this low-dimensional space.

Another notable patent focuses on generating natural language representations of mental content from functional brain images. This method involves producing a reconstruction of a text passage based on functional imaging data acquired while a subject reads the passage. Linguistic semantic vector representations are assigned to words, phrases, or sentences used as training stimuli. Basis learning is performed using brain imaging data acquired when a subject is exposed to the training stimuli, allowing for the generation of a semantic vector representing the test imaging stimuli.

Career Highlights

Pereira has worked with notable companies such as Siemens Medical Solutions USA, Inc. and Siemens Aktiengesellschaft. His experience in these organizations has contributed to his expertise in the field of medical imaging and technology.

Collaborations

Throughout his career, Pereira has collaborated with talented individuals, including Bin Lou and Hasan Ertan Cetingul. These collaborations have further enhanced his research and development efforts in brain imaging technology.

Conclusion

Francisco Pereira is a distinguished inventor whose work in brain imaging technology has led to significant advancements in understanding mental content. His innovative patents and collaborations reflect his commitment to pushing the boundaries of this important field.