Abstract: A method and system of identifying misclassification in a neural network is disclosed. The method includes generating for an input image, an image heatmap associated with each of a plurality of layers of a neural network. The method further includes determining for the input image, an activation value at each of the plurality of layers based on the associated image heatmap. The method includes identifying for the input image, a first pattern of triggered neurons of the plurality of layers based on the activation value generated for the plurality of layers. The method further includes comparing for each of the plurality of classes, a second pattern of triggered neurons with the first pattern of triggered neurons identified at the at least one of the plurality of layers. The method includes identifying, misclassification of the input image in the neural network based on a result of the comparison.

Abstract: In a wireless network, a method for operating a wireless device including at least a wireless local area network (WLAN) transceiver and a Bluetooth (BT) transceiver, the method comprising facilitating a voice-over-IP (VoIP) call with another device using the WLAN transceiver and the BT transceiver; initiating a WLAN scanning operation by transmitting a probe request, over a wireless channel, to one or more access points (APs); instructing the one or more APs to delay sending a probe response for a delay period; and selectively terminating the WLAN scanning operation based at least in part on a determination that the wireless channel has been idle for more than a wait period after expiration of the delay period.

Abstract: In a wireless network, a first wireless device may send a first frame instructing a second wireless device to suspend a block acknowledgement session while the first wireless device is facilitating a Bluetooth operation. When the Bluetooth operation is complete, the first wireless device may send a second frame instructing the second wireless device to resume the block acknowledgement session.

Abstract: Described herein are high yield methods for making magnolol analogs which are 5,5?-dialkyl-bi-phenyl-2,2?-diols.

Abstract: Described herein are high yield methods for making magnolol (5,5?-diallyl-biphenyl-2,2?-diol) and tetrahydro-magnolol (5,5?-dipropyl-biphenyl-2,2?-diol).

Abstract: The invention provides a method and system for facilitating vacation planning and management. The method includes enabling planning of a vacation based on one or more of a user input, a user profile and a travel history associated with the user profile. The method also includes enabling booking of vacation and providing in-travel support. The in-travel support comprises providing one or more of a concierge service and a crisis management service during travel.

Abstract: Described herein are high yield methods for making magnolol (5,5?-diallyl-biphenyl-2,2?-diol) and tetrahydro-magnolol (5,5?-dipropyl-biphenyl-2,2?-diol).

Abstract: Described herein are high yield methods for making magnolol analogs which are 5,5?-dialkyl-bi-phenyl-2,2?-diols.

Abstract: Methods, systems and computer readable medium are provided for providing targeted marketing services. Historical transaction data is analyzed by a computer based system to provide an aggregate data profile of transaction account holders which participated in transactions with a first entity. A targeted marketing campaign is selected by the computer based system from a selection of available targeted marketing campaigns to propose to the first entity based on the aggregate data profile of transaction account holders. The selected targeted marketing campaign is then proposed by the computer based system to the first entity.