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Prototype Software for Neuron-Centric Memory Architecture in AI (Case Nos. 2025-327/328)
Summary: Researchers at UCLA’s Department of Integrative Biology & Physiology and Neurobiology have pioneered the first prototype of a novel, neuron-centric AI architecture featuring intracellular memory and adaptive computation capabilities, designed to enhance deep learning performance and efficiency. Background: Deep learning leverages...
Published: 10/24/2025
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Inventor(s):
Alain Glanzman
,
David Glanzman
Keywords(s):
Artifical Intelligence (Machine Learning, Data Mining)
,
Artificial Intelligence
,
artificial intelligence algorithms
,
artificial intelligence augmentation
,
artificial intelligence/machine learning models
,
artificial intelligence-generated content
,
Artificial Neural Network
,
Artificial Neural Network Artificial Neuron
,
artificial-intelligent materials
,
generative artificial intelligence
,
Medical artificial intelligence (AI)
,
Neuron
,
neurons
,
Software
,
Software & Algorithms
,
Software Development Tools
,
Software-enabled learning
Category(s):
Software & Algorithms
,
Software & Algorithms > AI Algorithms
,
Software & Algorithms > Artificial Intelligence & Machine Learning
,
Electrical
,
Electrical > Computing Hardware
Event-Driven Integrate and Fire (EIF) Neuron Circuit for Neuromorphic Computing System (Case No. 2024-275)
Summary: Researchers in the UCLA Department of Electrical and Computer Engineering have developed an energy efficient neuromorphic computing architecture. Background: Widespread growth in demand for artificial intelligence systems has highlighted limitations in current central processing unit (CPU) designs, particularly in terms of energy efficiency...
Published: 10/28/2025
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Inventor(s):
Mau-Chung Chang
,
Chao Jen Tien
,
Yong Hei
Keywords(s):
Advanced Computing / AI
,
advanced computing methods
,
AI hardware
,
analog computing
,
Artifical Intelligence (Machine Learning, Data Mining)
,
artificial electromagnetic materials
,
Artificial Intelligence
,
artificial intelligence algorithms
,
artificial intelligence augmentation
,
artificial intelligence/machine learning models
,
artificial intelligence-generated content
,
Artificial Neural Network
,
Artificial Neural Network Artificial Neuron
,
artificial presenting cells
,
artificial-intelligent materials
,
Cloud Computing
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computational efficiency
,
computational imaging
,
compute-in-memory
,
Computer Aided Learning
,
Computer Architecture
,
Computer Monitor
,
Computer Vision
,
CPU design
,
deep neural networks (DNN)
,
Energy Density
,
Energy Efficiency
,
event-driven processing
,
generative artificial intelligence
,
latency encoding
,
low latency computing
,
low-power architecture
,
matrix multiplication
,
Medical artificial intelligence (AI)
,
Neuromorphic computing
,
offline learning
,
online learning
,
spike neural networks (SNN)
,
Supercomputer
Category(s):
Electrical
,
Electrical > Signal Processing
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Electrical > Electronics & Semiconductors
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Electrical > Computing Hardware
,
Software & Algorithms
,
Software & Algorithms > Artificial Intelligence & Machine Learning