Abstract: A navigation method in the field of intelligent driving technologies includes obtaining images shot by a plurality of cameras; obtaining location information of a target vehicle based on the images shot by the plurality of cameras; after a target parking space for parking the target vehicle is determined, generating a navigation route based on the location information of the target vehicle and location information of the target parking space; and sending the navigation route to a terminal device such that a safety condition in the parking lot can be predicted to assist in safe driving of the target vehicle.

Abstract: At least one embodiment of the present disclosure provides a reservoir computing apparatus and a data processing method. The reservoir computing apparatus includes: a signal input circuit, configured to receive an input signal; a reservoir circuit, including a plurality of reservoir sub-circuits, in which each reservoir sub-circuit includes a mask sub-circuit and a rotating neuron sub-circuit, the mask sub-circuit is configured to perform a first processing on the input signal with a first weight to obtain a first processing result, and the rotating neuron sub-circuit is configured to perform a second processing on the first processing result to obtain a second processing result; and an output layer circuit, configured to multiply a plurality of second processing results by a second weight matrix to obtain a third processing result. The reservoir computing apparatus optimizes operation efficiency and reduces implementation costs.

Abstract: A device includes a first transistor and a second transistor. The first transistor includes a first gate terminal coupled to the first source terminal, a first source terminal, and a first drain terminal. The second transistor includes a second gate terminal coupled to the first drain terminal, a second source terminal, and a second drain terminal.

Abstract: A device includes a first transistor and a second transistor. The first transistor includes a first gate terminal coupled to the first source terminal, a first source terminal, and a first drain terminal. The second transistor includes a second gate terminal coupled to the first drain terminal, a second source terminal, and a second drain terminal.

Abstract: Provided is a method of establishing a machine learning model for predicting toxicity of siRNA to certain type of cells and application thereof. The method includes A) providing n siRNAs of 19-29 bp, wherein n?2; B) obtaining input and output values for establishing the model from each siRNA, the input values being obtained by i) aligning each siRNA with genomic mRNAs and selecting complementary off-target genes having no more than 7 mismatched bases; ii) obtaining off-target weights according to mismatched bases' characteristic and mRNA's secondary structure in complementary region; iii) obtaining omic weights of the off-target genes using databases; iv) calculating omic eigenvalues as the input values, based on omic and off-target weights of all the off-target genes; the output values being obtained by conducting experiments with the siRNAs to obtain cell survival indexes; and C) calculating the input and output values of the n siRNAs through machine learning algorithm.

Abstract: Systems and methods provide logic for decentralized request routing. In one implementation, a computer-implemented method routes a request. The method includes receiving, by a client server, the request. The client server evaluates feedback information received by the client server from at least one of a plurality of host servers. The client server selects one of the plurality of host servers to process the request, based on the evaluation, and transmits the request to the selected one of the plurality of host servers.

Abstract: In one embodiment, a computer program product for suppressing incoming audio in a Push-To-Talk (PTT) session includes a computer readable storage medium having computer readable program code embodied therewith, the computer readable program code including computer readable program code configured for receiving a request sent from an originator communication device to initiate a PTT session at a receiver communication device, computer readable program code configured for establishing the PTT session between the originator communication device and the receiver communication device, computer readable program code configured for notifying a user at the receiver communication device that the PTT session has been established, computer readable program code configured for determining whether to suppress or audibilize incoming audio based on a privacy setting on the receiver communication device, and computer readable program code configured for suppressing or audibilizing the incoming audio according to the privacy

Abstract: Systems and methods provide logic for decentralized request routing. In one implementation, a computer-implemented method routes a request. The method includes receiving, by a client server, the request. The client server evaluates feedback information received by the client server from at least one of a plurality of host servers. The client server selects one of the plurality of host servers to process the request, based on the evaluation, and transmits the request to the selected one of the plurality of host servers.

Abstract: Systems and methods provide logic for decentralized request routing. In one implementation, a computer-implemented method routes a request. The method includes receiving, by a client server, the request. The client server evaluates feedback information received by the client server from at least one of a plurality of host servers. The client server selects one of the plurality of host servers to process the request, based on the evaluation, and transmits the request to the selected one of the plurality of host servers.

Abstract: In one embodiment, a computer program product for suppressing incoming audio in a Push-To-Talk (PTT) session includes a computer readable storage medium having computer readable program code embodied therewith, the computer readable program code including computer readable program code configured for receiving a request sent from an originator communication device to initiate a PTT session at a receiver communication device, computer readable program code configured for establishing the PTT session between the originator communication device and the receiver communication device, computer readable program code configured for notifying a user at the receiver communication device that the PTT session has been established, computer readable program code configured for determining whether to suppress or audibilize incoming audio based on a privacy setting on the receiver communication device, and computer readable program code configured for suppressing or audibilizing the incoming audio according to the privacy

Abstract: According to one embodiment, a communication device capable of cross-media, cross-channel, cross-protocol messaging within a first application includes a processor adapted for executing logic, logic adapted for receiving an incoming message using the first application, logic adapted for notifying a user of the incoming message using the first application, logic adapted for processing the incoming message using the first application to determine details of the incoming message, logic adapted for determining to generate an autoreply to the incoming message using the first application, logic adapted for generating the autoreply to the incoming message using the first application, and logic adapted for sending the autoreply using the first application to at least a communication device which generated the incoming message. Other systems, methods, and computer program products for autoreplying are presented according to more embodiments.

Abstract: Systems and methods provide automated provisioning of load balancing. In one implementation, a computer-implemented method configures an access point. A request to create the access point may be received and data for the access point may be stored in a data store. The method may invoke a workflow engine. The workflow engine may assign the access point to a load balancer, configure the load balancer, assign a network address to the load balancer, and publish the network address for a plurality of clients.

Abstract: The present invention discloses a method for estimating DOA of a terminal in multiple co-frequency cells, including the steps of: A. obtaining a channel estimation result of at least one terminal expecting a calculation of DOA in an expecting co-frequency cell; B. performing a Direction-of-Arrival estimation for the expecting terminal in the expecting cell based on the channel estimation result through a DOA estimating method with a wave beam scan, a DOA estimating method with a maximum power path, or a DOA estimating method with a primary eigenvector. With the channel estimations of the multiple cells in the invention, accurate channel estimation results of the respective cells may be provided, from which the channel estimation result of the expecting terminal is selected.

Abstract: The present invention is directed to a multicell joint detection method, it deals against the interference between same frequency neighboring cell's signals in slotted CDMA system, and provides a joint detection method based on the multicell structure information. The method includes the steps of: using channel estimation of multi-set of codes to obtain channel estimation results of each neighboring cell; grouping each neighboring cell's code channel, including grouping based on the code channel's cell, grouping based on the code channnel's power or amplitude intensity, grouping based on the code channel's pertinence, and mixed grouping based on the above methods; making use of the channel estimation result and the result of code channel grouping to process the joint detection and output the detection data. This method makes full use of the structure information of each multicells signal, and efficiently restrains the multiple-access interference of the same frequency neighboring cell.

Abstract: A multi-cell joint-detection method in a time-slotted CDMA system includes: performing a multiple code set channel estimation on received signal data and obtaining channel estimation results of a home cell and of neighboring cells; adjusting the channel estimation results of the home cell and/or neighboring cells or the estimation result of a combined channel response according to a comparative delay difference between signals of users in different cells; and performing a joint-detection according to the estimation result of the combined channel response obtained by adjusting the channel estimation results of the users in different cells or according to the estimation result of the combined channel response. The MAI between neighboring universal-frequency cells having comparative delays and especially large comparative delays is greatly suppressed and the performance of the time-slotted CDMA system when working in neighboring universal-frequency cells is improved.

Abstract: A multi-code-set channel estimation method in a time-slot CDMA system having steps of: A. performing uni-code-set channel estimations and obtaining channel estimation result; B. extracting a maximum interference tap from the channel estimation result; C. reproducing interference components suffered respectively by response signals corresponding respectively to the plurality of code-sets from the maximum interference tap; D. canceling the interference components, and obtaining a pure channel estimation result of a signal corresponding to each code-set; E. determining whether a predetermined number of iterations has been performed, if so, outputting the result of each uni-code-set channel estimation; otherwise, taking the pure channel estimation result of the signal corresponding to each code-set as the channel estimation result of the code-set to be processed in the next iteration, and returning to step B.

Abstract: The invention generally provides therapeutic and prophylactic methods relating to the use of androgens for the treatment of Parkinson's disease or other neurodegenerative diseases. In addition, the invention provides related methods of screening for compounds for the treatment of Parkinson's disease.