Innovative Research in BCI

We specialize in hybrid research combining neural signal processing and language models to enhance brain-computer interface performance and user experience.

A medical monitor displays various vital signs and readings, including an ECG line showing heart activity, numbers indicating SPO2 levels, and blood pressure. The screen is prominently labeled with 'DEMO', and the monitor is manufactured by Mindray.
A medical monitor displays various vital signs and readings, including an ECG line showing heart activity, numbers indicating SPO2 levels, and blood pressure. The screen is prominently labeled with 'DEMO', and the monitor is manufactured by Mindray.
A small electronic circuit setup featuring a breadboard connected to a microcontroller and sensors. There is a red keypad sensor with numbered squares and a small LCD display adjacent to it, all placed on a pink background. Various colored jumper wires link the components together.
A small electronic circuit setup featuring a breadboard connected to a microcontroller and sensors. There is a red keypad sensor with numbered squares and a small LCD display adjacent to it, all placed on a pink background. Various colored jumper wires link the components together.
A person is applying a black knee brace to another person's leg, which is resting on a pillow. The person is also holding a handheld electronic device with a small screen displaying some controls and information, likely related to therapy or treatment.
A person is applying a black knee brace to another person's leg, which is resting on a pillow. The person is also holding a handheld electronic device with a small screen displaying some controls and information, likely related to therapy or treatment.

Our Research Approach

Our team focuses on developing advanced BCI systems that predict user intentions, improving task completion and reducing errors through innovative methodologies.

Neural Signals

Integrating neural processing with language model error correction.

A stylized silhouette of a human head made up of circuit-like patterns on the left. Beside it, abstract geometric shapes resembling interconnected circuit components, suggesting technology and artificial intelligence themes.
A stylized silhouette of a human head made up of circuit-like patterns on the left. Beside it, abstract geometric shapes resembling interconnected circuit components, suggesting technology and artificial intelligence themes.
Hybrid Approach

Combining BCI with neural language models for error prediction.

A person wearing a black shirt is attentively observing a robotic hand. Another individual is partially visible in the foreground, seemingly interacting with the robotic device. The setting appears to be a brightly lit room with large windows in the background.
A person wearing a black shirt is attentively observing a robotic hand. Another individual is partially visible in the foreground, seemingly interacting with the robotic device. The setting appears to be a brightly lit room with large windows in the background.
A close-up of an audio interface with various knobs, buttons, and indicators on its panel. The interface is accompanied by a pair of Sony dynamic stereo headphones, positioned to the left. The interface has LED lights illuminating in green around the central knob.
A close-up of an audio interface with various knobs, buttons, and indicators on its panel. The interface is accompanied by a pair of Sony dynamic stereo headphones, positioned to the left. The interface has LED lights illuminating in green around the central knob.
A small green circuit board with various components such as microchips and wiring sits on a graph paper covered in handwritten mathematical equations. The board is mounted on a frame with black arms extending from its corners.
A small green circuit board with various components such as microchips and wiring sits on a graph paper covered in handwritten mathematical equations. The board is mounted on a frame with black arms extending from its corners.
User Satisfaction

Measuring satisfaction through controlled experimental evaluations.

The image features an electronic circuit board placed on a metallic surface with perforated holes. Blue terminal connectors and cylindrical capacitors are visible on the green board. Nearby, an orange fiber optic cable is coiled beside a metal component encased in a transparent cover. The setting appears to be a technical or engineering workspace.
The image features an electronic circuit board placed on a metallic surface with perforated holes. Blue terminal connectors and cylindrical capacitors are visible on the green board. Nearby, an orange fiber optic cable is coiled beside a metal component encased in a transparent cover. The setting appears to be a technical or engineering workspace.

Innovation

Hybrid BCI approach using neural signals and language model compensation.

A laptop is open and displaying a programming interface with code written in a text editor. A pair of eyeglasses is placed on the keyboard in front of the laptop, creating a blur effect over the lower part of the screen.
A laptop is open and displaying a programming interface with code written in a text editor. A pair of eyeglasses is placed on the keyboard in front of the laptop, creating a blur effect over the lower part of the screen.
A close-up view of computer code on a screen with a focus on an error message in HTML format. The error message 'Authentication Failed' is highlighted in a bold red font, emphasizing its importance. The screen displays a mix of HTML code syntax, including elements, attributes, and comments.
A close-up view of computer code on a screen with a focus on an error message in HTML format. The error message 'Authentication Failed' is highlighted in a bold red font, emphasizing its importance. The screen displays a mix of HTML code syntax, including elements, attributes, and comments.
A small electronic circuit board is placed on a black desk, connected to a device via a cable. Nearby, there is a keyboard with visible keys. The workspace has a tech-focused environment with various gadgets and components.
A small electronic circuit board is placed on a black desk, connected to a device via a cable. Nearby, there is a keyboard with visible keys. The workspace has a tech-focused environment with various gadgets and components.
A futuristic and digital-themed image features a stylized circuit board with the words 'Open AI' in bold, glowing letters. Above it is a design that resembles an AI or robot face with neon accents. The background consists of a network of interconnected blue lines and nodes, suggesting themes of technology and connectivity.
A futuristic and digital-themed image features a stylized circuit board with the words 'Open AI' in bold, glowing letters. Above it is a design that resembles an AI or robot face with neon accents. The background consists of a network of interconnected blue lines and nodes, suggesting themes of technology and connectivity.
A person wearing a watch types on a Braille keyboard placed on a desk. A traditional computer keyboard and a mouse are also visible nearby. The person is wearing a plaid shirt, and the scene suggests an office or workspace setup.
A person wearing a watch types on a Braille keyboard placed on a desk. A traditional computer keyboard and a mouse are also visible nearby. The person is wearing a plaid shirt, and the scene suggests an office or workspace setup.
Innovation

Combining neural signals with language model insights.

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