Patents by Inventor Kaushik Roy
Kaushik Roy 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).
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Publication number: 20250113218Abstract: Provided herein are systems and methods for selecting a mm wave network sector for use by a vehicle operating within a network environment, the method including collecting data from a plurality of non-RF sensors on the vehicle, training, by the collected data in a deep learning inference (DL) engine, a locally trained model analyzing, using the trained model and the DL engine, the collected data to predict a sector of the mm wave network having a best alignment at a position of the vehicle; and probing the predicted sector of the mm wave network.Type: ApplicationFiled: February 27, 2023Publication date: April 3, 2025Inventors: Kaushik CHOWDHURY, Debashri ROY
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Patent number: 12253545Abstract: System and methods for high accuracy, non-intrusive current sensing are provided. A system may include two magnetic field sensors configured for differential sensing. The system may further include frontend circuitry configured to remove direct current (DC) offset of the magnetic field sensors, upconvert the outputs of the magnetic field sensors, and filter out at least one frequency component from the up-converted signals. The system may receive output signals from the front-end circuitry corresponding to each sensor. The system may further calculate a differential signal based on the output signals. The system may apply optimal detection based on the differential signal and a reference signal to calculate a measurement of current flow. The system may determine a phase angle measurement between the differential signal and the reference signal to calculate a direction of the current flow in the conductor and output various measurement information related to the detected current.Type: GrantFiled: November 24, 2020Date of Patent: March 18, 2025Assignee: Purdue Research FoundationInventors: Kaushik Roy, Byunghoo Jung, Chamika Mihiranga Liyanagedera
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Publication number: 20250075093Abstract: The present disclosure relates to a coating composition comprising polyvinyl fluoride (PVF), an acrylic copolymer comprising amine and/or hydroxyl functional groups, and an isocyanate or melamine crosslinker with groups that are reactive towards amine or hydroxyl groups. Also disclosed herein are dried or cured coatings resulting from the coating composition, substrates coated with such coating compositions, the resulting dried and/or cured coated substrates, and methods of coating such substrates.Type: ApplicationFiled: August 14, 2024Publication date: March 6, 2025Inventors: MICHAEL THOMAS DEMKO, DONALD DOUGLAS MAY, KAUSHIK ROY CHOUDHURY, YIYUAN YIN
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Patent number: 12206826Abstract: This disclosure describes an electronic device that can be installed within an access control system in parallel with a legacy interface device. The electronic device may perform steps of determining a set of configuration settings associated with an access control system to which the electronic device is electrically connected, receiving, by the electronic device, a first signal in a format associated with the access control system, configuring, based on the set of configuration settings, one or more signal pathways within the electronic device, generating, by routing the first signal through the one or more signal pathways, a second signal in a second format, and providing the second signal to at least one second electronic device.Type: GrantFiled: September 21, 2022Date of Patent: January 21, 2025Assignee: Amazon Technologies, Inc.Inventors: Aaron Lung, Kaushik Mani, Guiqing He, Anubhav Khanna, Ram Nikhil Dodda, Taru Roy, Ruslan Khanbikov, Jin Li, Martino Fossarello
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Patent number: 12141686Abstract: An electronic neuron device that includes a thresholding unit which utilizes current-induced spin-orbit torque (SOT). A two-step switching scheme is implemented with the device. In the first step, a charge current through heavy metal (HM) places the magnetization of a nano-magnet along the hard-axis (i.e. an unstable point for the magnet). In the second step, the device receives a current (from an electronic synapse) which moves the magnetization from the unstable point to one of the two stable states. The polarity of the net synaptic current determines the final orientation of the magnetization. A resistive crossbar array may also be provided which functions as the synapse generating a bipolar current that is a weighted sum of the inputs of the device.Type: GrantFiled: August 20, 2020Date of Patent: November 12, 2024Assignee: Purdue Research FoundationInventors: Abhronil Sengupta, Sri Harsha Choday, Yusung Kim, Kaushik Roy
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Patent number: 12118328Abstract: An in-memory vector addition method for a dynamic random access memory (DRAM) is disclosed which includes consecutively transposing two numbers across a plurality of rows of the DRAM, each number transposed across a fixed number of rows associated with a corresponding number of bits, assigning a scratch-pad including two consecutive bits for each bit of each number being added, two consecutive bits for carry-in (Cin), and two consecutive bits for carry-out-bar (Cout), assigning a plurality of bits in a transposed orientation to hold results as a sum of the two numbers, for each bit position of the two numbers: computing the associated sum of the bit position; and placing the computed sum in the associated bit of the sum.Type: GrantFiled: June 3, 2023Date of Patent: October 15, 2024Assignee: Purdue Research FoundationInventors: Mustafa Ali, Akhilesh Jaiswal, Kaushik Roy
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Publication number: 20240244064Abstract: Methods and systems for intrusion detection using federated learning. In some examples, a system includes a central server configured for generating an initial security model and distributing the initial security model to edge nodes. Each edge node is configured for executing an intrusion detection system. The system includes a first subset of edge nodes each of which is configured for training a respective local security model using captured security data during live operation. The system includes a second subset of edge nodes each of which is not configured for training a local security model. The system includes fog nodes, each fog node being on a communications path between at least one edge node and the central server. At least a first fog node is configured for training a respective local security model for one or more of the edge nodes from the second subset of edge nodes.Type: ApplicationFiled: January 12, 2024Publication date: July 18, 2024Inventors: Kaushik Roy, Zhipeng Liu, Xiaohong Yuan, David Johnson
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Patent number: 11946988Abstract: A method of sensing a current in a conductor includes controlling a digital to analog converter output to cancel residual offset voltage in a magnetic tunnel junction device prior to sensing the current with the magnetic tunnel junction device. The method includes switching input to the magnetic tunnel junction device between a fixed voltage and an output of a digital to analog converter while switching input to a band pass filter between a lower and an upper voltage output of the magnetic tunnel junction device. The output of the digital to analog converter is modified to provide a low-amplitude unsaturated sine-wave at an output of the band pass filter, at which point changes in the output of the band pass filter are associated with the amount of current in a sensed conductor.Type: GrantFiled: December 29, 2022Date of Patent: April 2, 2024Assignee: Purdue Research FoundationInventors: Kaushik Roy, Byunghoo Jung
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Patent number: 11929141Abstract: Sparsity-aware reconfiguration compute-in-memory (CIM) static random access memory (SRAM) systems are disclosed. In one aspect, a reconfigurable precision succession approximation register (SAR) analog-to-digital converter (ADC) that has the ability to form (n+m) bit precision using n-bit and m-bit sub-ADCs is provided. By controlling which sub-ADCs are used based on data sparsity, precision may be maintained as needed while providing a more energy efficient design.Type: GrantFiled: December 8, 2021Date of Patent: March 12, 2024Assignee: Purdue Research FoundationInventors: Kaushik Roy, Amogh Agrawal, Mustafa Fayez Ahmed Ali, Indranil Chakraborty, Aayush Ankit, Utkarsh Saxena
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Publication number: 20230385543Abstract: A computing system is described that includes user interface components configured to receive typed user input; and one or more processors. The one or more processors are configured to: receive, by a computing system and at a first time, a first portion of text typed by a user in an electronic message being edited; predict, based on the first portion of text, a first candidate portion of text to follow the first portion of text; output, for display, the predicted first candidate portion of text for optional selection to append to the first portion of text; determine, at a second time that is after the first time, that the electronic message is directed to a sensitive topic; and responsive to determining that the electronic message is directed to a sensitive topic, refrain from outputting subsequent candidate portions of text for optional selection to append to text in the electronic message.Type: ApplicationFiled: August 9, 2023Publication date: November 30, 2023Inventors: Paul Roland Lambert, Timothy Youngjin Sohn, Jacqueline Amy Tsay, Gagan Bansal, Cole Austin Bevis, Kaushik Roy, Justin Tzi-jay LU, Katherine Anna Evans, Tobias Bosch, Yinan Wang, Matthew Vincent Dierker, Greg Russell Bullock, Ettore Randazzo, Tobias Kaufmann, Yonghui Wu, Benjamin N. Lee, Xu Chen, Brian Strope, Yun-hsuan Sung, Do Kook Choe, Rami Eid Sammour Al-Rfou'
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Publication number: 20230341446Abstract: A system may include a non-intrusive sensor circuitry configured to provide electrical measurement data, including, for example, current data, voltage data, power factor data, active power consumption data, reactive power consumption data, or a combination thereof. A transient event detector may sweep the electrical measurement data with a first window and a second window, the first window adjacent to the second window. The transient event detector may identify a start and end of transient activity based on electrical measurement data referenced by separate adjacent windows. The transient event detector may capture a transient activity data segment comprising a portion of the electrical measurement data between first index and the second index.Type: ApplicationFiled: September 30, 2020Publication date: October 26, 2023Applicant: Purdue Research FoundationInventors: Kaushik Roy, Byunghoo Jung, Chamika Mihiranga Liyanagedera
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Publication number: 20230305804Abstract: An in-memory vector addition method for a dynamic random access memory (DRAM) is disclosed which includes consecutively transposing two numbers across a plurality of rows of the DRAM, each number transposed across a fixed number of rows associated with a corresponding number of bits, assigning a scratch-pad including two consecutive bits for each bit of each number being added, two consecutive bits for carry-in (Cin), and two consecutive bits for carry-out-bar (Cout), assigning a plurality of bits in a transposed orientation to hold results as a sum of the two numbers, for each bit position of the two numbers: computing the associated sum of the bit position; and placing the computed sum in the associated bit of the sum.Type: ApplicationFiled: June 3, 2023Publication date: September 28, 2023Applicant: Purdue Research FoundationInventors: Mustafa Ali, Akhilesh Jaiswal, Kaushik Roy
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Patent number: 11755834Abstract: A computing system is described that includes user interface components configured to receive typed user input; and one or more processors. The one or more processors are configured to: receive, by a computing system and at a first time, a first portion of text typed by a user in an electronic message being edited; predict, based on the first portion of text, a first candidate portion of text to follow the first portion of text; output, for display, the predicted first candidate portion of text for optional selection to append to the first portion of text; determine, at a second time that is after the first time, that the electronic message is directed to a sensitive topic; and responsive to determining that the electronic message is directed to a sensitive topic, refrain from outputting subsequent candidate portions of text for optional selection to append to text in the electronic message.Type: GrantFiled: December 22, 2017Date of Patent: September 12, 2023Assignee: Google LLCInventors: Paul Roland Lambert, Timothy Youngjin Sohn, Jacqueline Amy Tsay, Gagan Bansal, Cole Austin Bevis, Kaushik Roy, Justin Tzi-jay Lu, Katherine Anna Evans, Tobias Bosch, Yinan Wang, Matthew Vincent Dierker, Gregory Russell Bullock, Ettore Randazzo, Tobias Kaufmann, Yonghui Wu, Benjamin N. Lee, Xu Chen, Brian Strope, Yun-hsuan Sung, Do Kook Choe, Rami Eid Sammouf Al-Rfou'
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Patent number: 11704719Abstract: Methods, systems, and computer readable media for detecting customer presence to initiate the ordering and purchase of goods and services are disclosed. In one example, a system includes a detection server configured to detect the presence of a mobile device in a designated area associated with a merchant location and for initiating a menu selection application in the mobile device for placing an order for at least one product. The system further includes a merchant server configured to receive, from the mobile device, purchase order data associated with the order for the at least one product, a customer identifier associated with the mobile device, and a location identifier associated with the designated area, and for utilizing the customer identifier to send a notification message that indicates that the at least one product is available to the mobile device.Type: GrantFiled: October 17, 2019Date of Patent: July 18, 2023Assignee: MASTERCARD INTERNATIONAL INCORPORATEDInventors: Mohammad Khan, Kaushik Roy
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Publication number: 20230178125Abstract: Sparsity-aware reconfiguration compute-in-memory (CIM) static random access memory (SRAM) systems are disclosed. In one aspect, a reconfigurable precision succession approximation register (SAR) analog-to-digital converter (ADC) that has the ability to form (n+m) bit precision using n-bit and m-bit sub-ADCs is provided. By controlling which sub-ADCs are used based on data sparsity, precision may be maintained as needed while providing a more energy efficient design.Type: ApplicationFiled: December 8, 2021Publication date: June 8, 2023Inventors: Kaushik Roy, Amogh Agrawal, Mustafa Fayez Ahmed Ali, Indranil Chakraborty, Aayush Ankit, Utkarsh Saxena
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Patent number: 11669302Abstract: An in-memory vector addition method for a dynamic random access memory (DRAM) is disclosed which includes consecutively transposing two numbers across a plurality of rows of the DRAM, each number transposed across a fixed number of rows associated with a corresponding number of bits, assigning a scratch-pad including two consecutive bits for each bit of each number being added, two consecutive bits for carry-in (Cin), and two consecutive bits for carry-out-bar (Cout), assigning a plurality of bits in a transposed orientation to hold results as a sum of the two numbers, for each bit position of the two numbers: computing the associated sum of the bit position; and placing the computed sum in the associated bit of the sum.Type: GrantFiled: October 15, 2020Date of Patent: June 6, 2023Assignee: Purdue Research FoundationInventors: Mustafa Ali, Akhilesh Jaiswal, Kaushik Roy
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Publication number: 20230152397Abstract: A method of sensing a current in a conductor includes controlling a digital to analog converter output to cancel residual offset voltage in a magnetic tunnel junction device prior to sensing the current with the magnetic tunnel junction device. The method includes switching input to the magnetic tunnel junction device between a fixed voltage and an output of a digital to analog converter while switching input to a band pass filter between a lower and an upper voltage output of the magnetic tunnel junction device. The output of the digital to analog converter is modified to provide a low-amplitude unsaturated sine-wave at an output of the band pass filter, at which point changes in the output of the band pass filter are associated with the amount of current in a sensed conductor.Type: ApplicationFiled: December 29, 2022Publication date: May 18, 2023Inventors: Kaushik Roy, Byunghoo Jung
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Publication number: 20230030682Abstract: System and methods for high accuracy, non-intrusive current sensing are provided. A system may include two magnetic field sensors configured for differential sensing. The system may further include frontend circuitry configured to remove direct current (DC) offset of the magnetic field sensors, upconvert the outputs of the magnetic field sensors, and filter out at least one frequency component from the up-converted signals. The system may receive output signals from the front-end circuitry corresponding to each sensor. The system may further calculate a differential signal based on the output signals. The system may apply optimal detection based on the differential signal and a reference signal to calculate a measurement of current flow. The system may determine a phase angle measurement between the differential signal and the reference signal to calculate a direction of the current flow in the conductor and output various measurement information related to the detected current.Type: ApplicationFiled: November 24, 2020Publication date: February 2, 2023Applicant: Purdue Research FoundationInventors: Kaushik Roy, Byunghoo Jung, Chamika Mihiranga Liyanagedera
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Publication number: 20230005616Abstract: A method includes receiving a current claim associated with care provided to a patient by a provider, the claim including a current diagnosis code and a first current procedural terminology (CPT) code that are based on the care that was provided; identifying, using an artificial intelligence (AI) engine, a second current CPT code based on the current diagnosis code and the first current CPT code; and generating a current confidence level value that the second current CPT code is missing from the current claim.Type: ApplicationFiled: June 30, 2021Publication date: January 5, 2023Inventors: Wenji Zhang, Feili Yu, Kaushik Roy
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Patent number: 11543471Abstract: A current sensing system, comprising at least one magnetic tunnel junction device placed adjacent to a current carrying conductor electrically connected to a battery of a vehicle. The magnetic tunnel junction device is configured to measure a magnetic field around the conductor. A monitoring device is operatively connected to the magnetic tunnel junction device, wherein the monitoring device is configured to receive the magnetic field measurement and determine an estimate of the current flowing through the conductor.Type: GrantFiled: December 4, 2017Date of Patent: January 3, 2023Assignee: Purdue Research FoundationInventors: Kaushik Roy, Byunghoo Jung