Method of enabling sparse neural networks on memresistive accelerators

T Rakshit, RM Hatcher, JA Kittl, BJ Obradovic… - US Patent …, 2023 - Google Patents
2019-11-22 Assigned to SAMSUNG ELECTRONICS CO., LTD. reassignment SAMSUNG
ELECTRONICS CO., LTD. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT …

Neural network system and operating method of neural network system

SS Yang - US Patent App. 16/039,730, 2019 - Google Patents
A neural network system is configured to perform a parallel processing operation. The
neural network system includes a first processor configured to generate a plurality of first …

Neural network with reconfigurable sparse connectivity and online learning

HE Sumbul, GK Chen, R Kumar, P Knag… - US Patent …, 2020 - Google Patents
In one embodiment, a method comprises determining that a membrane potential of a first
neuron of a first neuron core exceeds a threshold; determining a first plurality of synapse …

Event driven and time hop** neural network

A Sengupta, GK Chen, R Kumar, HE Sumbul… - US Patent …, 2021 - Google Patents
In one embodiment, a processor is to store a membrane potential of a neural unit of a neural
network; and calculate, at a particular time-step of the neural network, a change to the …

Reconfigurable neuro-synaptic cores for spiking neural network

HE Sumbul, GK Chen, P Knag, R Kumar… - US Patent …, 2021 - Google Patents
In one embodiment, a processor comprises a first neuro synaptic core comprising first
circuitry to configure the first neuro-synaptic core as a neuron core responsive to a first value …

Memory-based distributed processor architecture

E Sity, E Hillel - US Patent 11,023,336, 2021 - Google Patents
Distributed processors and methods for compiling code for execution by distributed
processors are disclosed. In one implementation, a distributed processor may include a sub …

Spiking neural network

PAJ van der Made, AS Mankar - US Patent 11,468,299, 2022 - Google Patents
Disclosed herein are system, method, and computer program product embodiments for an
improved spiking neural net work (SNN) configured to learn and perform unsupervised …

Modular quick-connect A/V system and methods thereof

SD Wilker, JD Wilker - US Patent 11,381,903, 2022 - Google Patents
(57) ABSTRACT A modular speaker system, comprising an exoskeleton, configured to
mechanically support and quick attach and release at least one functional panel and an …

Memory-based distributed processor architecture

E Sity, E Hillel - US Patent 10,664,438, 2020 - Google Patents
Distributed processors and methods for compiling code for execution by distributed
processors are disclosed. In one implementation, a distributed processor may include a sub …

System and method for synthetic aperture radar target recognition using multi-layer, recurrent spiking neuromorphic networks

Q Jiang, Y Cho, ND Stepp, SW Skorheim… - US Patent …, 2021 - Google Patents
(57) ABSTRACT A system configured to identify a target in a synthetic aperture radar signal
includes: a feature extractor configured to extract a plurality of features from the synthetic …