Patents by Inventor Akhilesh Kumar

Akhilesh Kumar has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20230024955
    Abstract: Embodiments of the present invention provide systems, methods, and computer storage media for detecting and classifying an exposure defect in an image using neural networks trained via a limited amount of labeled training images. An image may be applied to a first neural network to determine whether the images includes an exposure defect. Detected defective image may be applied to a second neural network to determine an exposure defect classification for the image. The exposure defect classification can includes severe underexposure, medium underexposure, mild underexposure, mild overexposure, medium overexposure, severe overexposure, and/or the like. The image may be presented to a user along with the exposure defect classification.
    Type: Application
    Filed: September 30, 2022
    Publication date: January 26, 2023
    Inventors: Akhilesh Kumar, Zhe Lin, William Lawrence Marino
  • Publication number: 20230006889
    Abstract: The present disclosure is generally related to edge computing technologies (ECTs), communications networking, network slicing, and in particular, to techniques and technologies for providing flow-specific network slices. In particular, the present disclosure describes mechanisms that expand existing end-to-end architectures in order to include quality of service and monitoring mechanisms that connect network slicing technologies with infrastructure and/or network data center quality of service provider domains. The described mechanisms provide data center bridging to enable network, edge computing, and cloud computing domains.
    Type: Application
    Filed: August 31, 2022
    Publication date: January 5, 2023
    Inventors: Akhilesh S. Thyagaturu, Francesc Guim Bernat, Xiangyang Zhuang, Karthik Kumar, Petar Torre
  • Patent number: 11494886
    Abstract: Embodiments of the present invention provide systems, methods, and computer storage media for detecting and classifying an exposure defect in an image using neural networks trained via a limited amount of labeled training images. An image may be applied to a first neural network to determine whether the images includes an exposure defect. Detected defective image may be applied to a second neural network to determine an exposure defect classification for the image. The exposure defect classification can includes severe underexposure, medium underexposure, mild underexposure, mild overexposure, medium overexposure, severe overexposure, and/or the like. The image may be presented to a user along with the exposure defect classification.
    Type: Grant
    Filed: May 29, 2020
    Date of Patent: November 8, 2022
    Assignee: Adobe Inc.
    Inventors: Akhilesh Kumar, Zhe Lin, William Lawrence Marino
  • Publication number: 20220306988
    Abstract: The present invention is a method of creating a population of hemogenic endothelial cells with arterial specification. In one embodiment, the method uses ETS transgene induction at the mesodermal stage of differentiation. In another embodiment, the method activates ERK signaling at the mesodermal stage of differentiation.
    Type: Application
    Filed: May 27, 2022
    Publication date: September 29, 2022
    Inventors: Igor I. Slukvin, Mi Ae Park, Akhilesh Kumar
  • Publication number: 20220302438
    Abstract: The present disclosure relates generally to an electrode produced with a non-toxic solvent, resulting in a homogeneous mixture with uniform distributions of a conductive additive and a binder. Electrodes produced according to the present disclosure feature narrow binder particle size distribution, which distinguishes such electrodes from typical electrodes produced via a N-Methyl-Pyrrolidone (NMP) process. The resulting microstructure promotes the flow of current through the electrode and has an improved cycling stability due, in part, to the binder's and the conductive additive's ability to bind with the active material particles used in the fabrication of the electrode.
    Type: Application
    Filed: June 7, 2022
    Publication date: September 22, 2022
    Inventors: Rajshekar DAS GUPTA, Elmira MEMARZADEH, Sankar DAS GUPTA, Bjorn Haugseter, Tom Henriksen, Lars Ole Valøen, Akhilesh Kumar Srivastava
  • Publication number: 20220291839
    Abstract: A data storage device including, in one implementation, a non-volatile memory device including a memory block that includes a plurality of memory dies and a controller that is coupled to the non-volatile memory device and that allocates power to non-memory components based on a determined usage of the memory dies. The controller is configured to monitor a utilization of the plurality of memory dies, determine a utilization state of the plurality of memory dies, and calculate an amount of available power allocated to the plurality of memory dies in response to determining that the plurality of memory dies are in a low utilization state. The controller is also configured to determine whether the amount of available power is above a predetermined threshold, and reallocate the available power to one or more components within the data storage device in response to determining that the amount of available power is above the predetermined threshold.
    Type: Application
    Filed: June 2, 2022
    Publication date: September 15, 2022
    Inventors: Amit Sharma, Abhinandan Venugopal, Dinesh Kumar Agarwal, Akhilesh Yadav
  • Publication number: 20220277120
    Abstract: Machine assisted systems and methods for enhancing the resolution of an IC thermal profile from a system analysis are described. These systems and methods can use a neural network based predictor, that has been trained to determine a temperature rise across an entire IC. The training of the predictor can include generating a representation of two or more templates identifying different portions of an integrated circuit (IC), each template associated with location parameters to position the template in the IC; performing thermal simulations for each respective template of the IC, each thermal simulation determining an output based on a power pattern of tiles of the respective template, the output indicating a change in temperature of a center tile of the respective template relative to a base temperature of the integrated circuit; and training a neural network.
    Type: Application
    Filed: May 20, 2022
    Publication date: September 1, 2022
    Inventors: Norman Chang, Hsiming Pan, Jimin Wen, Deqi Zhu, Wenbo Xia, Akhilesh Kumar, Wen-Tze Chuang, En-Cih Yang, Karthik Srinivasan, Ying-Shiun Li
  • Publication number: 20220270310
    Abstract: The present disclosure describes systems, methods, and non-transitory computer readable media for detecting user interactions to edit a digital image from a client device and modify the digital image for the client device by using a web-based intermediary that modifies a latent vector of the digital image and an image modification neural network to generate a modified digital image from the modified latent vector. In response to user interaction to modify a digital image, for instance, the disclosed systems modify a latent vector extracted from the digital image to reflect the requested modification. The disclosed systems further use a latent vector stream renderer (as an intermediary device) to generate an image delta that indicates a difference between the digital image and the modified digital image. The disclosed systems then provide the image delta as part of a digital stream to a client device to quickly render the modified digital image.
    Type: Application
    Filed: February 23, 2021
    Publication date: August 25, 2022
    Inventors: Akhilesh Kumar, Baldo Faieta, Piotr Walczyszyn, Ratheesh Kalarot, Archie Bagnall, Shabnam Ghadar, Wei-An Lin, Cameron Smith, Christian Cantrell, Patrick Hebron, Wilson Chan, Jingwan Lu, Holger Winnemoeller, Sven Olsen
  • Publication number: 20220253990
    Abstract: The present disclosure describes systems and methods for image enhancement. Embodiments of the present disclosure provide an image enhancement system with a feedback mechanism that provides quantifiable image enhancement information. An image enhancement system may include a discriminator network that determines the quality of the media object. In cases where the discriminator network determines that the media object has a low image quality score (e.g., an image quality score below a quality threshold), the image enhancement system may perform enhancement on the media object using an enhancement network (e.g., using an enhancement network that includes a generative neural network or a generative adversarial network (GAN) model). The discriminator network may then generate an enhancement score for the enhanced media object that may be provided to the user as a feedback mechanism (e.g.
    Type: Application
    Filed: February 10, 2021
    Publication date: August 11, 2022
    Inventors: Akhilesh Kumar, Zhe Lin, Baldo Faieta
  • Publication number: 20220211842
    Abstract: Methods and devices are provided for treating a food allergy in a subject in need thereof. The method entails delivering an effective amount of an allergen associated with the food allergy into the subject's cutis skin layer. Delivering the allergen is carried out by inserting one or more allergen-coated solid microneedles into the subject's skin. The one or more solid microneedles each has a base, shaft and tip, and when inserted in the subject, do not extend beyond the cutis. The allergen is allowed to dissociate from the one or more microneedles while inserted in the subject's cutis. Once the allergen disassociates, the one or more microneedles is removed from the subject's skin.
    Type: Application
    Filed: March 17, 2022
    Publication date: July 7, 2022
    Inventors: Harvinder Singh Gill, Akhilesh Kumar Shakya
  • Patent number: 11379137
    Abstract: A data storage device including, in one implementation, a non-volatile memory device including a memory block that includes a plurality of memory dies and a controller that is coupled to the non-volatile memory device and that allocates power to non-memory components based on a determined usage of the memory dies. The controller is configured to monitor a utilization of the plurality of memory dies, determine a utilization state of the plurality of memory dies, and calculate an amount of available power allocated to the plurality of memory dies in response to determining that the plurality of memory dies are in a low utilization state. The controller is also configured to determine whether the amount of available power is above a predetermined threshold, and reallocate the available power to one or more components within the data storage device in response to determining that the amount of available power is above the predetermined threshold.
    Type: Grant
    Filed: February 16, 2021
    Date of Patent: July 5, 2022
    Assignee: Western Digital Technologies, Inc.
    Inventors: Amit Sharma, Abhinandan Venugopal, Dinesh Kumar Agarwal, Akhilesh Yadav
  • Patent number: 11366947
    Abstract: Machine assisted systems and methods for enhancing the resolution of an IC thermal profile from a system analysis are described. These systems and methods can use a neural network based predictor, that has been trained to determine a temperature rise across an entire IC. The training of the predictor can include generating a representation of two or more templates identifying different portions of an integrated circuit (IC), each template associated with location parameters to position the template in the IC; performing thermal simulations for each respective template of the IC, each thermal simulation determining an output based on a power pattern of tiles of the respective template, the output indicating a change in temperature of a center tile of the respective template relative to a base temperature of the integrated circuit; and training a neural network.
    Type: Grant
    Filed: December 10, 2019
    Date of Patent: June 21, 2022
    Assignee: ANSYS, INC.
    Inventors: Norman Chang, Hsiming Pan, Jimin Wen, Deqi Zhu, Wenbo Xia, Akhilesh Kumar, Wen-Tze Chuang, En-Cih Yang, Karthik Srinivasan, Ying-Shiun Li
  • Patent number: 11355744
    Abstract: The present disclosure relates generally to an electrode produced with a non-toxic solvent, resulting in a homogeneous mixture with uniform distributions of a conductive additive and a binder. Electrodes produced according to the present disclosure feature narrow binder particle size distribution, which distinguishes such electrodes from typical electrodes produced via a N-Methyl-Pyrrolidone (NMP) process. The resulting microstructure promotes the flow of current through the electrode and has an improved cycling stability due, in part, to the binder's and the conductive additive's ability to bind with the active material particles used in the fabrication of the electrode.
    Type: Grant
    Filed: February 28, 2019
    Date of Patent: June 7, 2022
    Assignee: ELECTROVAYA INC.
    Inventors: Rajshekar Das Gupta, Elmira Memarzadeh, Sankar Das Gupta, Bjorn Haugseter, Tom Henriksen, Lars Ole Valøen, Akhilesh Kumar Srivastava
  • Patent number: 11345895
    Abstract: The present invention is a method of creating a population of hemogenic endothelial cells with arterial specification and enhanced T cell potential. In one embodiment, the method uses ETS transgene induction at the mesodermal stage of differentiation. In another embodiment, the method activates ERK and NOTCH signaling at the mesodermal stage of differentiation.
    Type: Grant
    Filed: November 17, 2017
    Date of Patent: May 31, 2022
    Assignee: WISCONSIN ALUMNI RESEARCH FOUNDATION
    Inventors: Igor I. Slukvin, Mi Ae Park, Akhilesh Kumar
  • Publication number: 20220138596
    Abstract: This disclosure describes one or more implementations of a video inference system that utilizes machine-learning models to efficiently and flexibly process digital videos utilizing various improved video inference architectures. For example, the video inference system provides a framework for improving digital video processing by increasing the efficiency of both central processing units (CPUs) and graphics processing units (GPUs). In one example, the video inference system utilizes a first video inference architecture to reduce the number of computing resources needed to inference digital videos by analyzing multiple digital videos utilizing sets of CPU/GPU containers along with parallel pipeline processing. In a further example, the video inference system utilizes a second video inference architecture that facilitates multiple CPUs to preprocess multiple digital videos in parallel as well as a GPU to continuously, sequentially, and efficiently inference each of the digital videos.
    Type: Application
    Filed: November 2, 2020
    Publication date: May 5, 2022
    Inventors: Akhilesh Kumar, Xiaozhen Xue, Daniel Miranda, Nicolas Huynh Thien, Kshitiz Garg
  • Patent number: 11318199
    Abstract: Methods and devices are provided for treating a food allergy in a subject in need thereof. The method entails delivering an effective amount of an allergen associated with the food allergy into the subject's cutis skin layer. Delivering the allergen is carried out by inserting one or more allergen-coated solid microneedles into the subject's skin. The one or more solid microneedles each has a base, shaft and tip, and when inserted in the subject, do not extend beyond the cutis. The allergen is allowed to dissociate from the one or more microneedles while inserted in the subject's cutis. Once the allergen disassociates, the one or more microneedles is removed from the subject's skin.
    Type: Grant
    Filed: May 31, 2018
    Date of Patent: May 3, 2022
    Assignee: Texas Tech University System
    Inventors: Harvinder Singh Gill, Akhilesh Kumar Shakya
  • Patent number: 11311617
    Abstract: Methods and devices are provided for treating a food allergy in a subject in need thereof. The method entails delivering an effective amount of an allergen associated with the food allergy into the subject's cutis skin layer. Delivering the allergen is carried out by inserting one or more allergen-coated solid microneedles into the subject's skin. The one or more solid microneedles each has a base, shaft and tip, and when inserted in the subject, do not extend beyond the cutis. The allergen is allowed to dissociate from the one or more microneedles while inserted in the subject's cutis. Once the allergen disassociates, the one or more microneedles is removed from the subject's skin.
    Type: Grant
    Filed: June 22, 2021
    Date of Patent: April 26, 2022
    Assignee: Texas Tech University System
    Inventors: Harvinder Singh Gill, Akhilesh Kumar Shakya
  • Patent number: 11295610
    Abstract: The present disclosure relates to system(s) and method(s) for generating an alert based on change in traffic pattern. The system receives historic traffic data and current traffic data, associated with each road segment, from a set of road segments. Further, the system identifies a change traffic pattern based on analysing the historic traffic pattern and the current traffic pattern, using data analytics and a machine learning algorithm. Furthermore, the system identifies a sub-set of road segments, from the set of road segments, based on comparison of the change in traffic pattern and a pre-defined threshold. The system further determines root cause of change in traffic pattern by analysing the sub-set of road segments. Further, the system generates an alert for updating one or more road segments, from the sub-set of road segments, based on the root cause of change in traffic pattern.
    Type: Grant
    Filed: January 15, 2019
    Date of Patent: April 5, 2022
    Assignee: HCL Technologies Limited
    Inventors: Arvind Kumar Maurya, Akhilesh Kumar Gupta
  • Publication number: 20220093499
    Abstract: A semiconductor device comprises a substrate including a set of interconnect pads, a die mounted on the substrate, wherein the die includes circuitry that cannot withstand typical lead-free (Pb-free) solder reflow temperature during reflow process, and a reinforcing interposer including a first set of interconnect pads and a second set of interconnect pads. Low temperature solder material connects one of the set of interconnect pads on the substrate to a corresponding one of the first set of interconnect pads on the reinforcing interposer. A printed circuit board includes a set of interconnect pads. Low temperature solder material connects one of the set of interconnect pads of the printed circuit board to a corresponding one of the second set of interconnect pads of the reinforcing interposer. The low temperature solder material has a reflow temperature below typical Pb-free solder material.
    Type: Application
    Filed: September 23, 2020
    Publication date: March 24, 2022
    Inventors: Akhilesh Kumar Singh, Andrew Jefferson Mawer, Nishant Lakhera, Chee Seng Foong, Nihaar N. Mahatme
  • Patent number: 11270972
    Abstract: Embodiments for a packaged semiconductor device and methods of making are provided herein, which includes a packaged semiconductor device including: a semiconductor die; a carrier; a plurality of electrical connections formed between the semiconductor die and the carrier; an electrical isolation layer that covers an outer surface of each of the plurality of electrical connections; and a conductive underfill structure between the semiconductor die and the carrier, and surrounding each of the plurality of electrical connections, wherein the electrical isolation layer electrically isolates each electrical connection from the conductive underfill structure.
    Type: Grant
    Filed: June 12, 2019
    Date of Patent: March 8, 2022
    Assignee: NXP B.V.
    Inventors: Nishant Lakhera, Akhilesh Kumar Singh, Chee Seng Foong