公开(公告)号：US11594036B2

公开(公告)日：2023-02-28

申请号：US16546794

申请日：2019-08-21

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G06V20/56 ,  G06T7/194 ,  G06T7/70 ,  G06V20/13

Abstract: Disclosed are techniques for improving an advanced driver-assistance system (ADAS) by pre-processing image data. In one embodiment, a method is disclosed comprising receiving one or more image frames captured by an image sensor installed on a vehicle; identifying a position of a skyline in the one or more image frames, the position comprising a horizontal position of the skyline; cropping one or more future image frames based on the position of the skyline, the cropping generating cropped images comprising a subset of the corresponding future image frames; and processing the cropped images at an advanced driver-assistance system (ADAS).

公开(公告)号：US11574659B2

公开(公告)日：2023-02-07

申请号：US16127850

申请日：2018-09-11

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G11C7/10 ,  G11C7/22 ,  G06N3/08 ,  G06N20/00 ,  G06N3/02 ,  G06N3/04

Abstract: A memory system having a processing device (e.g., CPU) and memory regions (e.g., in a DRAM device) on the same chip or die. The memory regions store data used by the processing device during machine learning processing (e.g., using a neural network). One or more controllers are coupled to the memory regions and configured to: read data from a first memory region (e.g., a first bank), including reading first data from the first memory region, where the first data is for use by the processing device in processing associated with machine learning; and write data to a second memory region (e.g., a second bank), including writing second data to the second memory region. The reading of the first data and writing of the second data are performed in parallel.

公开(公告)号：US20230016888A1

公开(公告)日：2023-01-19

申请号：US17955408

申请日：2022-09-28

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G06F12/0804 ,  G06F9/4401 ,  G06F11/07 ,  G05D1/02

Abstract: A computing system has a processing device (e.g., CPU, FPGA, or GPU) and memory regions (e.g., in a DRAM device) used by the processing device during normal operation. The computing system is configured to: monitor use of the memory regions in volatile memory; based on monitoring the use of the memory regions, identify at least one of the memory regions of the volatile memory; initiate a hibernation process; and during the hibernation process, copy data stored in the identified memory regions to non-volatile memory.

公开(公告)号：US20220414031A1

公开(公告)日：2022-12-29

申请号：US17897656

申请日：2022-08-29

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G06F13/16 ,  G06F13/42 ,  G06F12/02 ,  G06F12/06 ,  G06F9/455 ,  G06F12/0873

Abstract: The disclosed embodiments are directed to improving the lifespan of a memory device. In one embodiment, a system is disclosed comprising: a host processor and a memory device, wherein the host processor is configured to receive a write command from a virtual machine, identify a region identifier associated with the virtual machine, augment the write command with the region identifier, and issue the write command to the memory device, and the memory device is configured to receive the write command, identify a region comprising a subset of addresses writable by the memory device using a region configuration table, and write the data to an address in the subset of addresses.

公开(公告)号：US20220366787A1

公开(公告)日：2022-11-17

申请号：US17319488

申请日：2021-05-13

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G08G1/0967 ,  G08G1/0969 ,  G08G1/0968 ,  G01W1/10 ,  G01W1/14

Abstract: Systems, methods, and apparatus related to determining ice hazards on roads based on crowdsourced data from vehicles. In one approach, a server receives weather data and location data from each of several vehicles. The weather data is timestamped when received. The server determines, using the location data, a geographic region in which each vehicle is located. The weather data is stored in a database associated with the respective geographic region for the vehicle that transmitted the weather data. The server periodically scans the database to select weather data received over a selected time period. The selected data is analyzed to determine whether an ice hazard exists for one or more regions. A communication is sent to vehicles in those regions having the determined ice hazard.

公开(公告)号：US20220365718A1

公开(公告)日：2022-11-17

申请号：US17320109

申请日：2021-05-13

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G06F3/06

Abstract: The disclosed embodiments relate to logging activities of memory devices and adjusting the operation of a controller based on the activities. In one embodiment, a method comprises collecting, by a memory device, profile data, the profile data associated with read and write commands and corresponding address information issued to the memory device from a host device; storing, by the memory device, the profile data in a portion of a storage array managed by the memory device; receiving, by the memory device, an update generated based on the profile data, the update adjusting a configuration setting of the memory device; and processing, by the memory device, a received command based on the configuration setting.

公开(公告)号：US11451480B2

公开(公告)日：2022-09-20

申请号：US16836562

申请日：2020-03-31

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: H04L12/801 ,  H04L47/127 ,  H04L47/24 ,  G06K9/62 ,  H04L47/70 ,  G06V20/40

Abstract: Methods, systems, and apparatuses related to reducing network congestion by analyzing data using a lightweight artificial intelligence (AI) layer prior to transmission are described. An AI model may predictively select data that need not be transmitted and, in some embodiments, further process data to be transmitted. As a result, the total size and amount of data transmitted over the network can be reduced, while the data needs of the receiving device can still be met. For example, data generated by a source application may be received and input into a predictive model, which may generate a prediction output for the data. The data may be pre-processed using a strategy selected based on the prediction output, and the pre-processed data may be transmitted over a network to a server.

公开(公告)号：US11410475B2

公开(公告)日：2022-08-09

申请号：US16263403

申请日：2019-01-31

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G07C5/08 ,  G07C5/00 ,  B60W50/02 ,  B60R21/0136 ,  B60R21/0134 ,  B60R21/00 ,  G06K9/00 ,  G06V20/58

Abstract: Systems, methods and apparatus to collect sensor data generated in an autonomous vehicle. Sensors in the vehicle generate a sensor data stream during operations of the vehicle on a road. An advanced driver assistance system (ADAS) of the vehicle uses the sensor data stream to operate the vehicle and generate a trigger signal in response to a fault in object detection, recognition, identification or classification and/or in response to the detection/prediction of an accident. A cyclic buffer buffers at least a portion of the sensor data stream. In response to the trigger signal, a selected segment of the sensor data stream is stored into a non-volatile memory. The selected segment can be partially before the trigger signal and partially after the trigger signal; and selected segment can be longer than what can be fully buffered in the cyclic buffer at the time of the trigger signal.

公开(公告)号：US20220035557A1

公开(公告)日：2022-02-03

申请号：US16942545

申请日：2020-07-29

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G06F3/06

Abstract: Systems, methods, and apparatus related to data storage devices. In one approach, a string of storage devices are chained together and coupled to a host device for storing data. Each storage device may, for example, execute read, write, or erase commands received from the host device. Each storage device in the chain is a master to the next storage device in the chain, and each storage device is a slave to the previous storage device in the chain. In one example, the host device is a system-on-chip. The chain can manage itself and is seen as a single large storage space to the host device. The host device does not require knowledge about each individual storage device, and each storage device does not require knowledge about the other storage devices in the chain (other than whether the storage device is attached to another storage device on its master port).

公开(公告)号：US20210318937A1

公开(公告)日：2021-10-14

申请号：US16844289

申请日：2020-04-09

Applicant: Micron Technology, Inc.

Inventor： Gil Golov

IPC: G06F11/14

Abstract: Methods, systems, and apparatuses related to multiple instructions sets or redundant instructions for memory access and management. In one approach, a controller of the memory device provides a first set of functions for management of a storage media of the memory device. The controller uses the first set of functions to service one or more requests received from the host device. The controller provides a second set of functions for management of the storage media. The second set includes one or more functions that are redundant to the first set. When a request is received from the host device, in response to determining that the first set of functions is unavailable to service the request, the controller services the request using one or more of the redundant functions of the second set.