2025 BrainChip Discussion, page-4822

Suspect we get an Ann Mon morn with a new Patent published 26 June.

Just came up and doesn't have all the paperwork on the website yet, just the below.

https://worldwide.espacenet.com/patent/search/family/096095874/publication/US2025209313A1?q=Akida%20neuromorphic

US2025209313A1
METHOD AND SYSTEM FOR IMPLEMENTING ENCODER PROJECTION IN NEURAL NETWORKS

Bibliographic data


Global Dossier

Applicants

BRAINCHIP INC [US]

Inventors

COENEN PHD OLIVIER JEAN-MARIE DOMINIQUE [US]; PEI YAN RU [US]

Classifications

IPC
G06F17/16; G06N3/048;
CPC
G06F17/16 (US); G06N3/048 (US);

Priorities

US202363614220P·2023-12-22; US202418991246A·2024-12-20

Application

US202418991246A·2024-12-20

Publication

US2025209313A1·2025-06-26

Published as

US2025209313A1
en

METHOD AND SYSTEM FOR IMPLEMENTING ENCODER PROJECTION IN NEURAL NETWORKS

Abstract

Disclosed is a neural network system that includes a memory and a processor. The memory is configured to store a plurality of storage buffers corresponding to a current neural network layer, and implement a neural network that includes a plurality of neurons for the current neural network layer and a corresponding group among a plurality of groups of basis function values. The processor is configured to receive an input data sequence into the first plurality of storage buffers over a first time sequence and project the input data sequence on a corresponding basis function values by performing, for each connection of a corresponding neuron, a dot product of the first input data sequence within a corresponding storage buffer with the corresponding basis function values and thereby determine a corresponding potential value for the corresponding neurons. Thus, utilizing the corresponding potential values, the processor generates a plurality of encoded output responses.