Patents by Inventor Luca FRITTOLI

Luca FRITTOLI has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20220027715
    Abstract: A method, comprising: providing an ANN processing stage having a plurality of processing layers with respective parameters including at least one set of weight parameters, at least one input, resp. output, activation parameter and at least one activation function parameter; setting to an integer value a dimensional parameter of a lattice having a plurality of lattice points and identified by a set of basis vectors; selecting a set of weight parameters of a respective processing layer; vectorizing the selected set of weight parameters producing a set of weight vectors arranged as items of a matrix of weight vectors; normalizing the matrix of weight vectors; applying lattice vector quantization, LVQ, processing to the matrix of normalized weight vectors, producing a codebook of codewords; indexing by encoding codewords of the codebook as a function of the lattice, producing respective tuples of indices.
    Type: Application
    Filed: July 22, 2021
    Publication date: January 27, 2022
    Applicant: STMICROELECTRONICS S.r.l.
    Inventors: Diego CARRERA, Matteo COLELLA, Giuseppe DESOLI, Giacomo BORACCHI, Beatrice ROSSI, Pasqualina FRAGNETO, Luca FRITTOLI