Search Results - neuromorphic+computing

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Dual-Gated Memtransistor Crossbar Array for Neuromorphic Computing with Sneak-Current Mitigation
Dual-Gated Memtransistor Crossbar Array for Neuromorphic Computing with Sneak-Current Mitigation SHORT DESCRIPTION A dual-gated memtransistor crossbar array that electronically controls learning rates and independently manages read and write operations for enhanced neuromorphic computing. INVENTORS Mark Hersam*, PhD Chair...
Published: 2/9/2026   |   Inventor(s):  
Keywords(s): Neuromorphic computing, Nonvolatile memory, Scalable architecture
Category(s): Physical Sciences > Engineering & Technology, Physical Sciences > Materials and Industrial Processes
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: 11/18/2025   |   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, 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, Electrical > Electronics & Semiconductors, Electrical > Computing Hardware, Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning