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 …

Neural network classifier using array of two-gate non-volatile memory cells

H Van Tran, S Lemke, V Tiwari, N Do… - US Patent …, 2020 - Google Patents
A neural network device having a first plurality of synapses that includes a plurality of
memory cells. Each memory cell includes a floating gate over a first portion of a channel …

Decoding system and physical layout for analog neural memory in deep learning artificial neural network

H Van Tran, T Vu, S Hong, S Trinh, A Ly… - US Patent …, 2022 - Google Patents
Various embodiments of word line decoders, control gate decoders, bit line decoders, low
voltage row decoders, and high voltage row decoders and various types of physical layout …

Neural network classifier using array of four-gate non-volatile memory cells

H Van Tran, S Lemke, V Tiwari, N Do… - US Patent …, 2020 - Google Patents
A neural network device with synapses having memory cells each having a floating gate and
a first gate over first and second portions of a channel region, and second and third gates …

Power management for an analog neural memory in a deep learning artificial neural network

H Van Tran, V Tiwari, M Reiten, N Do - US Patent 11,409,352, 2022 - Google Patents
US11409352B2 - Power management for an analog neural memory in a deep learning
artificial neural network - Google Patents US11409352B2 - Power management for an …

Parallel bitline nonvolatile memory employing channel-based processing technology

H Nazarian, R Fastow - US Patent 8,681,558, 2014 - Google Patents
Providing for a new combination of non-volatile memory architecture and memory
processing technology is described herein. By way of example, disclosed is a parallel bitline …

Channel skewing

TE Swanson, PJ Voit, RM Przybilla - US Patent 8,472,279, 2013 - Google Patents
Methods and systems for channel skewing are described. One or more methods for channel
skewing includes providing a number of groups of data signals to a memory component …

Neural network classifier using array of three-gate non-volatile memory cells

H Van Tran, S Lemke, V Tiwari, N Do… - US Patent …, 2023 - Google Patents
H01L29/00—Semiconductor devices adapted for rectifying, amplifying, oscillating or
switching, or capacitors or resistors with at least one potential-jump barrier or surface barrier …

Neural network classifier using array of three-gate non-volatile memory cells

H Van Tran, S Lemke, V Tiwari, N Do… - US Patent …, 2022 - Google Patents
A neural network device with synapses having memory cells each having a floating gate and
a first gate over first and second portions of a channel region disposed between source and …

Neural network classifier using array of stacked gate non-volatile memory cells

H Van Tran, S Lemke, V Tiwari, N Do… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A neural network device with synapses having memory cells each having
source and drain regions in a semiconductor substrate with a channel region extending …