Patents by Inventor Avinash Karanth

Avinash Karanth 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: 20240127040
    Abstract: Devices and methods for performing computations for neural networks. A photonic locally-connected unit for a neural network accelerator includes a plurality of optical modulators, a positive accumulation waveguide, a negative accumulation waveguide, a plurality of optical adders, and first and second photodetectors. Each optical modulator receives a respective input optical signal and a respective electrical signal. Each optical signal is indicative of a value of input element, and each electrical signal is indicative of the value of a weight. Each optical modulator modulates the received input optical signal with the received electrical signal to generate a weighted optical signal. Each optical adder selectively couples one of the respective weighted optical signals into one of the positive or negative accumulation waveguides based on whether the respective weight is positive or negative.
    Type: Application
    Filed: January 24, 2022
    Publication date: April 18, 2024
    Inventors: Kyle Shiflett, Avinash Karanth
  • Publication number: 20210264241
    Abstract: Processing elements for neural network accelerators, and methods of operating the processing elements. Each of a plurality of synapse lanes outputs an electrical signal indicative of a value of a synapse. Each electrical signal is received by a respective optical AND unit including an optical microring resonator that selectively couples an optical signal indicative of the value of an input neuron based at least in part on the received electrical signal. The output of each optical AND unit is provided to either an electrical multiply and accumulate unit, or a respective interferometer of a plurality of interferometers. The interferometers are arranged in series so that optical signals are sequentially summed and shifted by each interferometer. The last interferometer outputs a shifted and accumulated sum of the outputs received from the optical AND units. In either case, the accumulated sum may then be used to generate an output neuron.
    Type: Application
    Filed: February 18, 2021
    Publication date: August 26, 2021
    Inventors: Avinash Karanth, Kyle Shiflett
  • Patent number: 11011642
    Abstract: Devices, circuits, and methods for fabricating circuits. A device having ambipolar characteristics includes a semiconductor layer and multiple gates, a source contact, and a drain contact coupled to the semiconductor layer. One channel may have elections as the majority charge carrier and may be formed proximate to one of the gates. Another channel may have holes as the majority charge carrier and be formed proximate another gate. Each of the channels is generally parallel to the other and couples the source contact to the drain contact. The device may be optimized by adjusting the work-functions in one or more of source and drain contacts or gates to compensate for differences in the effective masses of the majority carriers in each of the channels. The ambipolar nature of the devices allows logic circuits to be fabricated using one or two of the devices.
    Type: Grant
    Filed: June 19, 2019
    Date of Patent: May 18, 2021
    Assignee: Ohio University
    Inventors: Savas Kaya, Avinash Karanth, Talha F. Canan
  • Publication number: 20190386139
    Abstract: Devices, circuits, and methods for fabricating circuits. A device having ambipolar characteristics includes a semiconductor layer and multiple gates, a source contact, and a drain contact coupled to the semiconductor layer. One channel may have elections as the majority charge carrier and may be formed proximate to one of the gates. Another channel may have holes as the majority charge carrier and be formed proximate another gate. Each of the channels is generally parallel to the other and couples the source contact to the drain contact. The device may be optimized by adjusting the work-functions in one or more of source and drain contacts or gates to compensate for differences in the effective masses of the majority carriers in each of the channels. The ambipolar nature of the devices allows logic circuits to be fabricated using one or two of the devices.
    Type: Application
    Filed: June 19, 2019
    Publication date: December 19, 2019
    Inventors: Savas Kaya, Avinash Karanth, Talha F. Canan
  • Patent number: 10148593
    Abstract: A first example provides a circuit configured to operate in four modes. A first mode includes propagating data from a first terminal of the circuit to a second terminal of the circuit. A second mode includes propagating data from the second terminal of the circuit to the first terminal of the circuit. A third mode includes storing data received by the first terminal. A fourth mode includes storing data received by the second terminal. A second example provides a circuit configured to cause one or more communication links to operate in one of two modes based on data traffic detected on the one or more communication links. The first mode includes propagating data from a first router to a second router. The second mode includes propagating data to the first router from the second router.
    Type: Grant
    Filed: February 13, 2015
    Date of Patent: December 4, 2018
    Assignees: Ohio University, Arizona Board of Regents on Behalf of the University of Arizona
    Inventors: Avinash Karanth Kodi, Dominic Ditomaso, Ahmed Louri
  • Publication number: 20170048166
    Abstract: A first example provides a circuit configured to operate in four modes. A first mode includes propagating data from a first terminal of the circuit to a second terminal of the circuit. A second mode includes propagating data from the second terminal of the circuit to the first terminal. A fourth mode includes storing data received by the second terminal. A second example provides a circuit configured to cause one or more communication links to operate in one of two modes based on data traffic detected on the one or more communication links. The first mode includes propagating data from a first router to a second router. The second mode includes propagating data to the first router from the second router.
    Type: Application
    Filed: February 13, 2015
    Publication date: February 16, 2017
    Inventors: Avinash Karanth Kodi, Dominic Ditomaso, Ahmed Louri
  • Publication number: 20130163635
    Abstract: A device for detecting a presence of a foreign object in an inductively coupled power transfer environment, including: a primary unit having a primary coil; a secondary unit having a secondary coil, which is adapted to receive power inductively from the primary coil; a sheet of thermal conductive material adapted to be placed between the primary unit and the secondary unit; at least one temperature sensor to sense the temperature of the sheet; and a control arrangement to control the supply of power to the secondary unit based on a temperature of the sheet measured by the temperature sensors.
    Type: Application
    Filed: June 14, 2011
    Publication date: June 27, 2013
    Inventors: Avinash Karanth, Hari Hara Kumaran Dorairaj, Rajeev Balakrishnan Reinamma Kumar