Patents by Inventor Venkata Sreekanta Reddy ANNAPUREDDY

Venkata Sreekanta Reddy ANNAPUREDDY 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).

  • DIFFERENTIAL ENCODING IN NEURAL NETWORKS
    Publication number: 20150269481
    Abstract: Differential encoding in a neural network includes predicting an activation value for a neuron in the neural network based on at least one previous activation value for the neuron. The encoding further includes encoding a value based on a difference between the predicted activation value and an actual activation value for the neuron in the neural network.
    Type: Application
    Filed: October 13, 2014
    Publication date: September 24, 2015
    Inventors: Venkata Sreekanta Reddy ANNAPUREDDY, David Jonathan JULIAN, Regan Blythe TOWAL, Yinyin LIU
  • CONFIGURING SPARSE NEURONAL NETWORKS
    Publication number: 20150206048
    Abstract: A method for selecting a reduced number of model neurons in a neural network includes generating a first sparse set of non-zero decoding vectors. Each of the decoding vector is associated with a synapse between a first neuron layer and a second neuron layer. The method further includes implementing the neural network only with selected model neurons in the first neuron layer associated with the non-zero decoding vectors.
    Type: Application
    Filed: July 31, 2014
    Publication date: July 23, 2015
    Inventors: Sachin Subhash TALATHI, David Jonathan JULIAN, Venkata Sreekanta Reddy ANNAPUREDDY
  • CONFIGURING NEURAL NETWORK FOR LOW SPIKING RATE
    Publication number: 20150206050
    Abstract: A method for selecting a neuron model with a user defined firing rate for operating in a neural network includes selecting the neuron model based on a selected firing rate bandwidth.
    Type: Application
    Filed: July 31, 2014
    Publication date: July 23, 2015
    Inventors: Sachin Subhash TALATHI, David Jonathan JULIAN, Venkata Sreekanta Reddy ANNAPUREDDY