Micron technology, inc. (20240202510). TECHNIQUES FOR ANALYSIS OF SYNAPSES FOR NEUROMORPHIC ARRAYS simplified abstract
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TECHNIQUES FOR ANALYSIS OF SYNAPSES FOR NEUROMORPHIC ARRAYS
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TECHNIQUES FOR ANALYSIS OF SYNAPSES FOR NEUROMORPHIC ARRAYS - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240202510 titled 'TECHNIQUES FOR ANALYSIS OF SYNAPSES FOR NEUROMORPHIC ARRAYS
Simplified Explanation: The patent application describes methods, systems, and devices for analyzing synapses in neuromorphic arrays. Each neuron in the system reads a single synaptic circuit at a time, which may receive a voltage pulse. Variability in synaptic circuits causes some to activate while others do not, contributing to a statistical distribution of synaptic elements.
- Neuromorphic system configured for analyzing synapses in arrays
- Each neuron reads a single synaptic circuit at a time
- Synaptic circuits receive voltage pulses, activating variably
- Statistical distribution of synaptic elements used for modeling and characterization
- Allows for more accurate neuromorphic system programming
Potential Applications: 1. Neuromorphic computing 2. Artificial intelligence development 3. Brain-inspired computing systems
Problems Solved: 1. Variability in synaptic circuits 2. Accurate modeling of neuromorphic systems 3. Precise programming of neuromorphic systems
Benefits: 1. Improved understanding of synaptic behavior 2. Enhanced performance of neuromorphic systems 3. More efficient programming and optimization
Commercial Applications: Neuromorphic systems can be applied in various industries such as healthcare, robotics, and data analysis for enhanced processing capabilities and intelligent decision-making.
Prior Art: Prior research in neuromorphic computing, synaptic circuit analysis, and statistical modeling of neural systems can provide valuable insights into the development of this technology.
Frequently Updated Research: Stay updated on advancements in neuromorphic computing, synaptic circuit analysis techniques, and statistical modeling of neural systems to leverage the latest innovations in the field.
Questions about Neuromorphic Arrays: 1. How do neuromorphic arrays differ from traditional computing systems? 2. What are the key challenges in optimizing synaptic circuits for neuromorphic arrays?
Original Abstract Submitted
methods, systems, and devices for techniques for analysis of synapses for neuromorphic arrays are described. a neuromorphic system may be configured such that each neuron reads a single synaptic circuit at a time. the synaptic circuit may receive a voltage pulse. due to variability in individual synaptic circuits, various synaptic circuits may activate due to a voltage pulse while other synaptic circuits may not activate when exposed to a voltage pulse of the same property. information associated with activating the synaptic circuits may contribute to a statistical distribution of the synaptic elements, which may be used to model and characterize the neuromorphic system and allow for more accurate neuromorphic system programming.
