Deep solid state device (deep-SSD): a neural network based persistent data storage

RP Kachare, M Sharma - US Patent 11,449,268, 2022 - Google Patents
According to one general aspect, an apparatus may include a host interface circuit
configured to receive a memory access request, wherein the memory access request is …

Optimized neural network data organization

C Sun, Y Li, D Vucinic - US Patent 11,080,152, 2021 - Google Patents
In some implementations, the present disclosure relates to a method. The method includes
obtaining a set of weights for a neural network comprising a plurality of nodes and a plurality …

Semiconductor memory device and error detection and correction method

T Kasai, F Kaneko - US Patent 11,755,209, 2023 - Google Patents
An error detection and correction method for a flash memory includes: a setting step, setting
selection information to select a first error detection and correction function for performing 1 …

Non-volatile memory integrated with artificial intelligence system for preemptive block management

L Li, L Tu, Y Yu, X Tian - US Patent 12,099,743, 2024 - Google Patents
A non-volatile storage apparatus comprises a plurality of memory cells that store host data
and two models, a control circuit for writing to and reading from the memory cells, and an …

Data storage device with noise injection

DJ Linnen, K Periyannan, R Muthiah… - US Patent …, 2024 - Google Patents
Noise injection procedures implemented on the die of a non-volatile memory (NVM) array
are disclosed. In one example, noise is injected into data by adjusting read voltages to …

Data compression with entropy encoding

R Zamir, I Alrod, E Sharon - US Patent 11,914,862, 2024 - Google Patents
An apparatus includes a first encoder circuit configured to compress a block of data using
dictionary based compression and a second encoder circuit connected to the first encoder …

Non-volatile memory with pre-trained model and inference circuit

L Li, Y Yu, L Tu - US Patent 11,687,252, 2023 - Google Patents
A non-volatile storage apparatus comprises one or more memory die assemblies, each of
which includes an inference circuit positioned in the memory die assembly. The inference …

Artificial neural network training in memory

S Tiku, P Kale - US Patent 11,886,999, 2024 - Google Patents
Apparatuses and methods can be related to implementing age-based network training. An
artificial neural network (ANN) can be trained by introducing errors into the ANN. The errors …

Memory device with latch-based neural network weight parity detection and trimming

DJ Linnen, R Muthiah, K Periyannan - US Patent 12,061,542, 2024 - Google Patents
Latch-based methods and apparatus for performing neural network weight parity detection
on the die of a non-volatile memory (NVM) array to detect bit flip errors within neural network …

Non-volatile memory die with latch-based multiply-accumulate components

DJ Linnen, R Muthiah, K Periyannan - US Patent 12,032,959, 2024 - Google Patents
Latch-based multiply-accumulate (MAC) operations implemented on the die of a non-volatile
memory (NVM) array are disclosed. The exemplary latch-based MAC procedures described …