Intel Corporation

Ram Kumar Krishnamurthy

Vivek K De

Raghavan Kumar

Gregory Kengho Chen

Phil Knag

Krishnamurthy Soumyanath

Huseyin Ekin Sumbul

Various systems, devices, and methods for operating on a data sequence. A system includes a set of circuits that form an input layer to receive a data sequence; first hardware computing units to transform the data sequence, the first hardware computing units connected using a set of randomly selected weights, a first hardware computing unit to: receive an input from a second hardware computing unit, determine a weight of a connection between the first and second hardware computing units using an identifier of the second hardware computing unit and a fixed random weight generator, and operate on the input using the weight to determine a state of the first hardware computing unit; and second hardware computing units to operate on states of the first computing units to generate an output based on the data sequence.

Memoryless weight storage hardware for neural networks

A driver to provide low voltage swings on a bus with fast switching times, the driver comprising two pairs of pullup and pulldown nMOSFETs, each pair operated in complementary fashion to each other, each pair with a high voltage rail at a smaller voltage than the data input logic HIGH voltage, and where each substrate of the nMOSFETs are biased so as to reduce their threshold voltages.

Differential, mixed swing, tristate driver circuit for high performance

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Hillsboro, OR, United States of America

Ram Kumar Krishnamurthy