ELECTRONIC DEVICE AND CONTROLLING METHOD THEREOF

An electronic device uses a processor to speed up how a neural network works. It has memory that stores instructions to help it manage input values for different layers of the network. These input values are divided into sections for each layer. The device creates a look-up table (LUT) that matches integer input values to integer output values based on these sections. Finally, it performs calculations using this LUT to handle the nonlinear activation function efficiently.

MICROELECTRONIC ASSEMBLIES HAVING A HYBRID BONDED INTERPOSER FOR DIE-TO-DIE FAN-OUT SCALING

Microelectronic assemblies are designed to connect different electronic components more efficiently. They use a special piece called an interposer, which has two surfaces for attaching components. One side of the interposer holds the first electronic chip (or die) using a bonding method that has a specific spacing. The other side connects to a second chip with a different bonding method that has a different spacing. This setup allows for better performance and scaling of electronic devices.

METHOD OF OPERATING A COMBINATION ULTRASONIC / BIPOLAR RF SURGICAL DEVICE WITH A COMBINATION ENERGY MODALITY END-EFFECTOR

A new surgical tool has a special tip that can use different types of energy to treat tissue. It can apply these energy types at the same time, one after the other, or separately. The tool connects to a generator that provides various energy forms, like radio frequency and ultrasonic energy. This combination allows the tool to effectively interact with and treat the tissue. The generator can be a single unit or multiple units working together.

VIDEO QUALITY ESTIMATION WITH A MACHINE LEARNING MODEL AS AN OPERATING SYSTEM SERVICE OR CLOUD SERVICE

Video quality can be measured without needing feedback from viewers or video apps. A computer's operating system can analyze video data to estimate its quality and share the results with other applications. Alternatively, a cloud service can do the same by receiving video data, estimating its quality, and then adjusting how the video is encoded based on those estimates. This helps improve streaming and conferencing services by ensuring better video quality. Overall, the system works quietly in the background to enhance the viewing experience.

AI-BASED AVATAR CREATION USING STYLE TRANSFER AND SUBJECT IMAGES

An AI system can create personalized avatars based on images and styles provided by users. First, it takes a style image and pictures of the person who will be represented as an avatar. Then, it generates descriptions of both the person and the style using advanced models. After that, it combines these descriptions to create a new image of the avatar in the desired style. Finally, the completed avatar is sent to the user's device for them to see and use.

FACE REENACTMENT

Real-time face reenactment technology allows one person's facial expressions to be transferred to another person's face in a video. It starts by taking a video of the target face and another video of the source face. The system analyzes the source face to understand its facial expressions. Then, it changes the target face to mimic those expressions while the video is playing. Finally, the modified video frames are shown on a screen as they are created.

SOUND CONTROL SYSTEM AND BATTERY ELECTRIC VEHICLE

A sound control system is designed for battery electric vehicles to enhance safety. It includes a speaker, a sensor to detect nearby vehicles, and a processing circuit. The system recognizes other vehicles around it and creates artificial sounds that mimic those vehicles. These sounds are played through the speaker to alert pedestrians and other drivers. The system can also adjust the sound based on how fast the nearby vehicles are moving relative to the electric vehicle.

MESOPOROUS SILICA NANOPARTICLES WITH LIPID BILAYER COATING FOR CARGO DELIVERY

A new type of tiny carrier is made from silica and has many small holes that can hold molecules. It is covered with a layer of fats called a lipid bilayer, which helps keep the holes sealed. Inside this fat layer, there is a special agent that can trap specific substances, like medicines. This design allows the carrier to safely deliver these substances to where they are needed in the body. Overall, it combines silica's structure with a protective fat layer for effective delivery of important materials.

INSECTICIDAL PROTEINS AND METHODS FOR THEIR USE

New methods have been developed to control pests using special proteins that can kill insects. These proteins are created by adding specific genetic material to plants and microorganisms. As a result, scientists can produce bacteria, plants, and seeds that can fight off insect pests. The proteins are effective against various types of pests, including caterpillars and beetles. This technology helps in creating safer and more effective ways to protect crops from damage caused by insects.

LIPID NANOPARTICLE FORMULATIONS AND METHODS OF SYNTHESIS THEREOF

Lipid nanoparticles are tiny particles made from fats that can carry genetic material, like DNA or RNA. These particles help protect the nucleic acids and make it easier for them to enter cells. The formulations are designed to be stable, meaning they won't break down easily. There are also methods for creating these lipid nanoparticles. Overall, this technology could be useful for delivering treatments in medicine, especially for gene therapy.