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公开(公告)号:US11790217B2
公开(公告)日:2023-10-17
申请号:US16583201
申请日:2019-09-25
Applicant: Intel Corporation
Inventor: Ram Krishnamurthy , Gregory K. Chen , Raghavan Kumar , Phil Knag , Huseyin Ekin Sumbul
CPC classification number: G06N3/063 , G06F7/5095 , G06F7/523 , G06F7/5443 , G06F9/30098 , G06F9/3893
Abstract: An apparatus is described. The apparatus includes a long short term memory (LSTM) circuit having a multiply accumulate circuit (MAC). The MAC circuit has circuitry to rely on a stored product term rather than explicitly perform a multiplication operation to determine the product term if an accumulation of differences between consecutive, preceding input values has not reached a threshold.
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公开(公告)号:US11770262B2
公开(公告)日:2023-09-26
申请号:US17568919
申请日:2022-01-05
Applicant: Intel Corporation
Inventor: Rafael Misoczki , Vikram Suresh , Santosh Ghosh , Manoj Sastry , Sanu Mathew , Raghavan Kumar
CPC classification number: H04L9/3247 , H04L9/085 , H04L9/0852 , H04L9/50
Abstract: In one example an apparatus comprises a computer-readable memory, signature logic to compute a message hash of an input message using a secure hash algorithm, process the message hash to generate an array of secret key components for the input message, apply a hash chain function to the array of secret key components to generate an array of signature components, the hash chain function comprising a series of even-index hash chains and a series of odd-index hash chains, wherein the even-index hash chains and the odd-index hash chains generate a plurality of intermediate node values and a one-time public key component between the secret key components and the signature components and store at least some of the intermediate node values in the computer-readable memory for use in one or more subsequent signature operations. Other examples may be described.
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公开(公告)号:US11522012B2
公开(公告)日:2022-12-06
申请号:US16147091
申请日:2018-09-28
Applicant: Intel Corporation
Inventor: Jack T. Kavalieros , Ian A. Young , Ram Krishnamurthy , Ravi Pillarisetty , Sasikanth Manipatruni , Gregory Chen , Hui Jae Yoo , Van H. Le , Abhishek Sharma , Raghavan Kumar , Huichu Liu , Phil Knag , Huseyin Sumbul
Abstract: A DIMA semiconductor structure is disclosed. The DIMA semiconductor structure includes a frontend including a semiconductor substrate, a transistor switch of a memory cell coupled to the semiconductor substrate and a computation circuit on the periphery of the frontend coupled to the semiconductor substrate. Additionally, the DIMA includes a backend that includes an RRAM component of the memory cell that is coupled to the transistor switch.
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公开(公告)号:US11502696B2
公开(公告)日:2022-11-15
申请号:US16160800
申请日:2018-10-15
Applicant: Intel Corporation
Inventor: Amrita Mathuriya , Sasikanth Manipatruni , Victor Lee , Huseyin Sumbul , Gregory Chen , Raghavan Kumar , Phil Knag , Ram Krishnamurthy , Ian Young , Abhishek Sharma
Abstract: Embodiments are directed to systems and methods of implementing an analog neural network using a pipelined SRAM architecture (“PISA”) circuitry disposed in on-chip processor memory circuitry. The on-chip processor memory circuitry may include processor last level cache (LLC) circuitry. One or more physical parameters, such as a stored charge or voltage, may be used to permit the generation of an in-memory analog output using a SRAM array. The generation of an in-memory analog output using only word-line and bit-line capabilities beneficially increases the computational density of the PISA circuit without increasing power requirements. Thus, the systems and methods described herein beneficially leverage the existing capabilities of on-chip SRAM processor memory circuitry to perform a relatively large number of analog vector/tensor calculations associated with execution of a neural network, such as a recurrent neural network, without burdening the processor circuitry and without significant impact to the processor power requirements.
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公开(公告)号:US20220123943A1
公开(公告)日:2022-04-21
申请号:US17562461
申请日:2021-12-27
Applicant: Intel Corporation
Inventor: Vikram Suresh , Sanu Mathew , Manoj Sastry , Santosh Ghosh , Raghavan Kumar , Rafael Misoczki
Abstract: In one example an apparatus comprises a computer readable memory, hash logic to generate a message hash value based on an input message, signature logic to generate a signature to be transmitted in association with the message, the signature logic to apply a hash-based signature scheme to a private key to generate the signature comprising a public key, and accelerator logic to pre-compute at least one set of inputs to the signature logic. Other examples may be described.
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公开(公告)号:US11205017B2
公开(公告)日:2021-12-21
申请号:US16456339
申请日:2019-06-28
Applicant: Intel Corporation
Inventor: Vikram Suresh , Sanu Mathew , Rafael Misoczki , Santosh Ghosh , Raghavan Kumar , Manoj Sastry , Andrew H. Reinders
Abstract: Embodiments are directed to post quantum public key signature operation for reconfigurable circuit devices. An embodiment of an apparatus includes one or more processors; and a reconfigurable circuit device, the reconfigurable circuit device including a dedicated cryptographic hash hardware engine, and a reconfigurable fabric including logic elements (LEs), wherein the one or more processors are to configure the reconfigurable circuit device for public key signature operation, including mapping a state machine for public key generation and verification to the reconfigurable fabric, including mapping one or more cryptographic hash engines to the reconfigurable fabric, and combining the dedicated cryptographic hash hardware engine with the one or more mapped cryptographic hash engines for cryptographic signature generation and verification.
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公开(公告)号:US11100385B2
公开(公告)日:2021-08-24
申请号:US15395758
申请日:2016-12-30
Applicant: Intel Corporation
Inventor: Raghavan Kumar , Gregory K. Chen , Huseyin E. Sumbul , Ram K. Krishnamurthy , Phil Knag
Abstract: Apparatus and method for a scalable, free running neuromorphic processor. For example, one embodiment of a neuromorphic processing apparatus comprises: a plurality of neurons; an interconnection network to communicatively couple at least a subset of the plurality of neurons; a spike controller to stochastically generate a trigger signal, the trigger signal to cause a selected neuron to perform a thresholding operation to determine whether to issue a spike signal.
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公开(公告)号:US11062203B2
公开(公告)日:2021-07-13
申请号:US15394897
申请日:2016-12-30
Applicant: Intel Corporation
Inventor: Gregory K. Chen , Raghavan Kumar , Huseyin Ekin Sumbul , Phil Knag , Ram K. Krishnamurthy
Abstract: In one embodiment, a method comprises receiving a selection of a neural network topology type; identifying a synapse memory mapping scheme for the selected neural network topology type from a plurality of synapse memory mapping schemes that are each associated with a respective neural network topology type; and mapping a plurality of synapse weights to locations in a memory based on the identified synapse memory mapping scheme.
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公开(公告)号:US11048434B2
公开(公告)日:2021-06-29
申请号:US16147024
申请日:2018-09-28
Applicant: Intel Corporation
Inventor: Raghavan Kumar , Phil Knag , Gregory K. Chen , Huseyin Ekin Sumbul , Sasikanth Manipatruni , Amrita Mathuriya , Abhishek Sharma , Ram Krishnamurthy , Ian A. Young
IPC: G11C11/419 , G06F3/06 , G04F10/00 , G11C13/00 , G11C11/418 , G11C7/10 , G11C11/54
Abstract: A memory circuit has compute-in-memory (CIM) circuitry that performs computations based on time-to-digital conversion (TDC). The memory circuit includes an array of memory cells addressable with column address and row address. The memory circuit includes CIM sense circuitry to sense a voltage for multiple memory cells triggered together. The CIM sense circuitry including a TDC circuit to convert a time for discharge of the multiple memory cells to a digital value. A processing circuit determines a value of the multiple memory cells based on the digital value.
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公开(公告)号:US20210110067A1
公开(公告)日:2021-04-15
申请号:US17132387
申请日:2020-12-23
Applicant: Intel Corporation
Inventor: Vikram Suresh , Raghavan Kumar , Sanu Mathew
Abstract: A method comprises generating, during an enrollment process conducted in a controlled environment, a dark bit mask comprising a plurality of state information values derived from a plurality of entropy sources at a plurality of operating conditions for an electronic device, and using at least a portion of the plurality of state information values to generate a set of challenge-response pairs for use in an authentication process for the electronic device.
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