Abstract: Methods and apparatuses relating to processing neural networks are described. In one embodiment, an apparatus to process a neural network includes a plurality of fully connected layer chips coupled by an interconnect; a plurality of convolutional layer chips each coupled by an interconnect to a respective fully connected layer chip of the plurality of fully connected layer chips and each of the plurality of fully connected layer chips and the plurality of convolutional layer chips including an interconnect to couple each of a forward propagation compute intensive tile, a back propagation compute intensive tile, and a weight gradient compute intensive tile of a column of compute intensive tiles between a first memory intensive tile and a second memory intensive tile.

Abstract: Examples disclosed herein include a method for securely collecting and managing document data is disclosed. First handwriting data is received from a first user device. Responsive to receiving the first handwriting data, an additional handwriting data security process is initiated. After initiating the additional handwriting data security process, additional handwriting data is received from a second user device. Based on the additional handwriting data security process, the first handwriting data is accepted or rejected. After accepting the first handwriting data, a document is generated with the first handwriting data and the additional handwriting data being applied to the document.

Abstract: A method for enhancing efficiency of a computerized electronic signature system by facilitating collection of signatures from multiple signatories is described. The method may initially involve verifying an identity of a first signatory by receiving data from the first signatory electronically, providing a document to the first signatory, receiving a first electronic signature on the document from the first signatory, and receiving a selection from the first signatory of a second signatory to sign the document as a witness. The method may then involve verifying an identity of the second signatory by receiving data from the second signatory electronically, providing the document to the second signatory, receiving a second electronic signature from the second signatory, providing a completed document, including the first signature and the second signature, and notifying the first signatory and the second signatory that the completed document is completed.

Abstract: Examples disclosed herein include a method for securely collecting and managing document data is disclosed. First handwriting data is received from a first user device. Responsive to receiving the first handwriting data, an additional handwriting data security process is initiated. After initiating the additional handwriting data security process, additional handwriting data is received from a second user device. Based on the additional handwriting data security process, the first handwriting data is accepted or rejected. After accepting the first handwriting data, a document is generated with the first handwriting data and the additional handwriting data being applied to the document.

Abstract: A method for enhancing efficiency of a computerized electronic signature system by facilitating collection of signatures from multiple signatories is described. The method may initially involve verifying an identity of a first signatory by receiving data from the first signatory electronically, providing a document to the first signatory, receiving a first electronic signature on the document from the first signatory, and receiving a selection from the first signatory of a second signatory to sign the document as a witness. The method may then involve verifying an identity of the second signatory by receiving data from the second signatory electronically, providing the document to the second signatory, receiving a second electronic signature from the second signatory, providing a completed document, including the first signature and the second signature, and notifying the first signatory and the second signatory that the completed document is completed.

Abstract: Circuits, methods, and apparatus that provide transactions to wake an external device from a low-power state before a data transfer. This prevents an interruption that would be caused if the external device exited the low-power state during the data transfer. One example monitors a need for data by a first device. At a predetermined time before data is needed, the first device sends a transaction to a second device. The transaction is intended to wake the second device from a low-power state. If the first device has information to indicate that the second device is not in a low-power state, this transaction can be skipped. The first device then requests data. Later transactions to the second device do not result in the second device exiting the low-power state and therefore do not interrupt or cause delays in the data transfer.

Abstract: Multiple data transfer requests can be merged and transmitted as a single packet on a packetized bus such as a PCI Express (PCI-E) bus. In one embodiment, requests are combined if they are directed to contiguous address ranges in the same target device. An opportunistic merging procedure is advantageously used that merges a first request with a later request if the first request and the later request are mergeable and are received within a holdoff period that is dynamically determined based on a level of bus activity; otherwise, requests can be transmitted without merging.