industry news
Subscribe Now

AE Studio Wins First Place in Neural Latents Benchmark Challenge

Recognized as the world's top team working on brain-computer interfaces

VENICE, Calif.Jan. 12, 2022 /PRNewswire/ — AE Studio, a team of developers, designers, and data scientists, has earned the recognition as the world’s top machine learning team in BCI (Brain Computer Interface) following its win in the Neural Latents Benchmark Challenge. Among its entrants were six of the finest neurological research labs on the planet.

AE Studio is developing the software component of BCI – machine learning algorithms to interpret brain activity (neural decoding). By collaborating with research groups to advance the state of the art (and participating in machine learning competitions), AE Studio is amplifying the impact of the world’s best research labs and providing better algorithms, better software, and better standards.

“We believe BCI will be how humans and computers interact in the years to come.  Developing BCI technology to increase human agency has always been a goal since AE was created, and we’re excited that we’re getting exponentially better, faster than we could have imagined,” said Judd Rosenblatt, CEO at AE Studio. “To support the great work of those pushing the boundaries of knowledge and the future of Brain Computer Interfaces, AE will be reinvesting any prize money back into the neuroscience community.  We’re discussing with the NLB team and academic research groups, so look for another announcement shortly!”

The competition featured five primary datasets on which teams’ models were tested.  Each model was deployed on neural data in different regions of a monkey’s brain from electrode arrays implanted in the motor cortex.  More detail available here:

  • MC_Maze: Delayed reaching into a maze to chart a path to a target
  • MC_RTT: Self-paced reaching, moving an arm towards a square within a grid
  • Area2_Bump: Sensory responses while the monkey attempts to reach towards a target on a screen, while sometimes its arm is bumped
  • DMFC_RSG: The monkeys attempting to reproduce a time interval between two stimuli with their hand or eye movements (in other words, imagine “Ready”, “Set”, “Go” while trying to match the time between “Set” and “Go” with the time between “Ready” and “Set”)
  • MC_Maze Scaling: Smaller versions of the first dataset used to test how models perform with limited amounts of data

AE’s data science team offers the world’s best models for extracting patterns from neurological data, as proven by the victory in the neural latents benchmark challenge (NLB).

“BCI technology will one day enable human beings to interact with computers in entirely new ways beyond keyboards and mice,” said Darin Erat Sleiter, Senior Data Scientist at AE Studio. “This is a small step in an exponentially-accelerating field that needs to have human agency as the focus of every discussion and advance.”

AE (Agency Enterprise) is currently hiring the best machine learning engineers and neuroscientists on planet earth to maximize human agency. Advances in BCI mean strides in improving mental health, transcription fluency, restoration of agency for the paralyzed, and most importantly, inspiration for the future tech giants to place human agency at the center of their objectives.

About AE Studio

AE Studio specializes in working with growing startups and enterprises to launch and rapidly develop new products and startup MVPs, increase revenue by expanding existing feature sets, or integrate cutting-edge data science and machine learning into products. AE is a team of seasoned designers, developers, product managers, and data scientists who work with companies closely to reach their next inflection point – whether it’s raising capital, partnerships, creating business efficiency, or launching a new product or initiative. For more information visit: www.ae.studio.

One thought on “AE Studio Wins First Place in Neural Latents Benchmark Challenge”

Leave a Reply

featured blogs
Apr 25, 2024
Structures in Allegro X layout editors let you create reusable building blocks for your PCBs, saving you time and ensuring consistency. What are Structures? Structures are pre-defined groups of design objects, such as vias, connecting lines (clines), and shapes. You can combi...
Apr 25, 2024
See how the UCIe protocol creates multi-die chips by connecting chiplets from different vendors and nodes, and learn about the role of IP and specifications.The post Want to Mix and Match Dies in a Single Package? UCIe Can Get You There appeared first on Chip Design....
Apr 18, 2024
Are you ready for a revolution in robotic technology (as opposed to a robotic revolution, of course)?...

featured video

MaxLinear Integrates Analog & Digital Design in One Chip with Cadence 3D Solvers

Sponsored by Cadence Design Systems

MaxLinear has the unique capability of integrating analog and digital design on the same chip. Because of this, the team developed some interesting technology in the communication space. In the optical infrastructure domain, they created the first fully integrated 5nm CMOS PAM4 DSP. All their products solve critical communication and high-frequency analysis challenges.

Learn more about how MaxLinear is using Cadence’s Clarity 3D Solver and EMX Planar 3D Solver in their design process.

featured paper

Designing Robust 5G Power Amplifiers for the Real World

Sponsored by Keysight

Simulating 5G power amplifier (PA) designs at the component and system levels with authentic modulation and high-fidelity behavioral models increases predictability, lowers risk, and shrinks schedules. Simulation software enables multi-technology layout and multi-domain analysis, evaluating the impacts of 5G PA design choices while delivering accurate results in a single virtual workspace. This application note delves into how authentic modulation enhances predictability and performance in 5G millimeter-wave systems.

Download now to revolutionize your design process.

featured chalk talk

PIC® and AVR® Microcontrollers Enable Low-Power Applications
Sponsored by Mouser Electronics and Microchip
In this episode of Chalk Talk, Amelia Dalton and Marc McComb from Microchip explore how Microchip’s PIC® and AVR® MCUs are a game changer when it comes to low power embedded designs. They investigate the benefits that the flexible signal routing, core independent peripherals, and Analog Peripheral Manager (APM) bring to modern embedded designs and how these microcontroller families can help you avoid a variety of pitfalls in your next design.
Jan 15, 2024
14,379 views