New York Patent of the Month – August 2025
Chromatic Inc. has been granted U.S. Patent No. 12382230, titled ‘Hearing aids with parallel neural networks’. The patent describes a new chip designed for ear-worn devices. The technology uses two neural networks working together. This parallel processing can improve how hearing aids function.
The chip’s design is innovative. It uses two neural networks that process signals at the same time. The first network is reset at one time. The second is reset at a different time. This staggered reset process is a key feature. It prevents a total “wipe” of the system’s memory. This is especially useful for audio signals.
Optimizing Sound Processing
The system combines outputs from both networks. It uses different weights for each output. Sometimes the first network’s output is prioritized. Other times, the second one is. The weights can change. They depend on how much time has passed since a reset. The system can even run a “warmup” period after a reset. This ensures stable performance.
This method offers several benefits. It can denoise audio signals more effectively. It can also improve responsiveness in a device. The time between resets is adjustable. It can be between 1 and 60 seconds. This flexibility allows for better real-world performance. It could lead to more intelligent and adaptive hearing aids.
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