Non-volatile memory die with on-chip data augmentation components for use with machine learning

A Bazarsky, A Navon - US Patent 11,501,109, 2022 - Google Patents
Methods and apparatus are disclosed for implementing machine learning data
augmentation within the die of a non-volatile memory (NVM) apparatus using on-chip circuit …

Non-volatile memory die with deep learning neural network

R Rom, O Pele, A Bazarsky, TT Eliash… - US Patent App. 16 …, 2020 - Google Patents
Exemplary methods and apparatus are provided for implementing a deep learning
accelerator (DLA) or other neural network components within the die of a non-volatile …

Non-volatile memory with on-chip principal component analysis for generating low dimensional outputs for machine learning

WH Choi, KIM Yongjune, M Lueker-boden - US Patent 11,216,184, 2022 - Google Patents
Methods and apparatus are disclosed for implementing principal component analysis (PCA)
within a non-volatile memory (NVM) die of solid state drive (SSD) to reduce the …

Fault-tolerant non-volatile integrated circuit memory

WH Radke - US Patent 8,046,542, 2011 - Google Patents
Apparatus and methods are disclosed, such as those that store data in a plurality of non-
volatile integrated circuit memory devices, such as NAND? ash, With convolutional …

Deep learning neural network classifier using non-volatile memory array

FM Bayat, X Guo, D Strukov, N Do, H Van Tran… - US Patent …, 2022 - Google Patents
An artificial neural network device that utilizes one or more non-volatile memory arrays as
the synapses. The synapses are configured to receive inputs and to generate therefrom …

Non-volatile memory device having multiple string select lines

A Suzuki, CW Lee, SH Ku - US Patent 9,859,007, 2018 - Google Patents
Methods and apparatuses are contemplated herein for enhancing the program performance
of nonvolatile memory devices. In an example embodiment, a nonvolatile memory device …

On-chip non-volatile memory (NVM) search

E Sharon, A Marcu, S Benisty, JG Hahn, I Alrod… - US Patent …, 2021 - Google Patents
The disclosure relates in some aspects to on-chip processing circuitry formed within the die
of a non-volatile (NVM) array to perform data searches. In some aspects, the die includes …

Interface for non-volatile memory

RA Madpur, A Kaur - US Patent 10,528,286, 2020 - Google Patents
Apparatuses, systems, methods, and computer program products are disclosed for
accessing non-volatile memory. An apparatus includes one or more memory die. A memory …

Error detection for training non-volatile memories

GA Dusija, VP Ramachandra, M Kochar - US Patent 10,459,785, 2019 - Google Patents
The present disclosure, in various embodiments, describes technologies and techniques for
detecting errors in a non-volatile memory (NVM) device prior to performing re …

Configurable input blocks and output blocks and physical layout for analog neural memory in deep learning artificial neural network

H Van Tran, S Trinh, T Vu, S Hong, V Tiwari… - US Patent …, 2022 - Google Patents
Configurable input blocks and output blocks and physical layouts are disclosed for analog
neural memory systems that utilize non-volatile memory cells. An input block can be …