ONS Intelligent Signal Processing Integration

IMAGE: ANALOG COMPUTATION ENTERPRISE INC. (ACE)

Analog Computation Enterprise Inc. (ACE)
Member Use Case


ONS Use Cases

ONS (Octopus Neural System) is a patented intelligent signal processing artificial intelligence. ONS executes real-time and distributed signal analysis, with massively parallel fine-grained sensor arrays, and is used with tens of thousands of systolic array servers to allow for the processing of unstructured data instantaneously. Machine learning occurs with just one clear example in picoseconds due to the ONS parallel sensor fields’ triple-patented learning. Unlike other systems, ONS learns and understands the information without thousands to millions of iterations of machine learning training.

Companies specializing in extensive data analysis and information management can greatly benefit by incorporating ONS sensor fields into their platforms. Here’s how:

  1. Enhanced data analysis: ONS can process and analyze large amounts of data faster and more accurately than other technologies. Unlike deep learning, ONS develops engrammatic memories and understandings using its massively parallel sensor arrays. Engrammatic programming is the imprinting of cognitive units of information from large numbers of sensory inputs to create actionable memories without training. ONS machine learning algorithms are unbiased, and by using billions of fine-grained sensor inputs there is no data bias. 

  2. Improved data visualization: ONS can help generate more sophisticated data visualizations from its learned memory engrams, making it easier for users to understand complex data sets, precisely and transparently identifying patterns and trends. 

  3. Predictive analytics: Incorporating ONS engrammatic understandings for predictive analytics can help companies and their customers make more accurate and scalable predictions about future trends and events based on their data, including those of a black swan nature. This is possible because the ONS multi-dimensional engrammatic memories with their billions of fine-grained sensors enable “fingerprinting” of events that are generalized across multiple domains. An example is ONS learning and developing an understanding of the concept of linear time from a single exposure to thousands of its sensors.

  4. Improved security and privacy: ONS can precisely help identify potential security and privacy threats using its engrammatic fingerprinting which it generalizes to other challenges, including those from trusted insiders, to prevent data breaches ensuring that sensitive information remains secure. Access to ONS is secure using its VPN secure tunneling protocols and ONS integral defensive understandings.

  5. Automated data integration: ONS can automate the manual tasks involved in integrating data from multiple source collections, freeing up time and resources for more high value tasks.

By incorporating ONS secure remote intelligent signal processing and engrammatic understanding into its software platforms, companies can significantly enhance their offerings to customers. It's important to note that these companies will need to carefully consider how they implement ONS to ensure the technology is used in ethical and responsible ways.

The forthcoming ONS MMIC chips (Monolithic Microwave Integrated Circuits) for the ONS array acceleration and embedded applications reduce transistor count by over 20K transistors per ONS analog sensor implementation. ONS MMICs (0.04”x0.05” III-V die size with 99% yield) are accelerators for the massively parallel ONS sensor systolic array. The III-V ONS MMICs operate at 50 GHz to 3 THz FMAX. This is possible because ONS uses clock jitter and device noise to implement ONS patented adaptive dithering (ONS sensor basis), and arithmetic operations are fully replaced by simple analog device physics.

ONS is a patented ‘living system equivalent’ AI based on the octopus neural system that uses engrammatic programming. Visit Analog Computation Enterprise Inc. (ACE) to learn more about ONS intelligent signal processing, and also Algorithm X, ACE’s new search and optimization product.


This Member Use Case is provided by:
Analog Computation Enterprise Inc. (ACE)
https://analogcomputation.com