Micron technology, inc. (20240232601). PERFORMING PROCESSING-IN-MEMORY OPERATIONS RELATED TO SPIKING EVENTS, AND RELATED METHODS, SYSTEMS AND DEVICES simplified abstract

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PERFORMING PROCESSING-IN-MEMORY OPERATIONS RELATED TO SPIKING EVENTS, AND RELATED METHODS, SYSTEMS AND DEVICES

Organization Name

micron technology, inc.

Inventor(s)

Dmitri Yudanov of Cordova CA (US)

Sean S. Eilert of Penryn CA (US)

Hernan A. Castro of Shingle Springs CA (US)

Ameen D. Akel of Rancho Cordova CA (US)

PERFORMING PROCESSING-IN-MEMORY OPERATIONS RELATED TO SPIKING EVENTS, AND RELATED METHODS, SYSTEMS AND DEVICES - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240232601 titled 'PERFORMING PROCESSING-IN-MEMORY OPERATIONS RELATED TO SPIKING EVENTS, AND RELATED METHODS, SYSTEMS AND DEVICES

Simplified Explanation

The patent application describes methods, apparatuses, and systems for processing spiking events in a spiking neural network using a memory system.

  • Spiking events in a spiking neural network are processed through a memory system.
  • The memory system stores destination neurons and passes through pre-synaptic spike events from source neurons at each time interval.
  • The group of pre-synaptic spike events are subsequently stored in memory.

Key Features and Innovation

  • Processing spiking events in a spiking neural network using a memory system.
  • Storing destination neurons and pre-synaptic spike events in memory.
  • Passing through pre-synaptic spike events from source neurons at each time interval.

Potential Applications

This technology could be applied in artificial intelligence, neuroscience research, and cognitive computing.

Problems Solved

This technology addresses the efficient processing of spiking events in a spiking neural network and the storage of pre-synaptic spike events.

Benefits

  • Improved efficiency in processing spiking events.
  • Enhanced memory storage capabilities for pre-synaptic spike events.

Commercial Applications

  • Title: "Enhanced Spiking Neural Network Processing Technology"
  • Potential commercial uses: AI applications, brain-computer interfaces, cognitive computing systems.
  • Market implications: Increased efficiency in neural network processing, potential for advancements in AI technology.

Prior Art

Further research can be conducted in the field of spiking neural networks and memory systems to explore existing technologies and innovations.

Frequently Updated Research

Stay updated on advancements in spiking neural networks, memory systems, and artificial intelligence research for potential developments in this technology.

Questions about Spiking Neural Network Processing Technology

1. How does this technology improve the efficiency of processing spiking events in a neural network?

This technology enhances efficiency by utilizing a memory system to store and process spiking events in a spiking neural network, reducing computational load.

2. What are the potential applications of this technology beyond neural networks?

This technology could have applications in neuroscience research, cognitive computing, and artificial intelligence systems, expanding its potential impact beyond neural networks.


Original Abstract Submitted

methods, apparatuses, and systems for in- or near-memory processing are described. spiking events in a spiking neural network may be processed via a memory system. a memory system may store a group of destination neurons, and at each time interval in a series of time intervals of a spiking neural network (snn), pass through a group of pre-synaptic spike events from respective source neurons, wherein the group of pre-synaptic spike events are subsequently stored in memory.

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