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Accurate Compute-In-Memory Accelerator With Multi-Level Analog Weight Storage (Case No. 2026-169)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a high-density, multi-level CTT-based compute-in-memory architecture that enables precise, energy-efficient analog computation directly within memory for
high-performance computing
. Background: Conventional digital processors for artificial intelligence...
Published: 6/15/2026
|
Inventor(s):
Sudhakar Pamarti
,
Mohammadreza Zeinali
,
Samyak Chakrabarty
,
Vinod Kurian Jacob
Keywords(s):
Advanced Computing / AI
,
advanced computing methods
,
AI
,
AI hardware
,
analog computing
,
Artificial Intelligence
,
artificial intelligence accelerators
,
Artificial Neural Network
,
CMOS
,
compute-in-memory
,
edge computing
,
Energy Efficiency
,
high-performance computing
,
Memory
,
parallel computing
,
Transistor
,
transistors
Category(s):
Software & Algorithms > Artificial Intelligence & Machine Learning
,
Electrical
,
Electrical > Computing Hardware
,
Electrical > Electronics & Semiconductors
,
Electrical > Electronics & Semiconductors > Circuits
,
Electrical > Electronics & Semiconductors > Memory
Transformer-Based High-Density, Efficient Power Delivery Architecture for Wafer-Scale Integrated Systems (Case No. 2026-075)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a transformer-based, high-density power delivery architecture that enables efficient, scalable, and low-loss energy distribution for next-generation wafer-scale and chiplet-based systems. Background: Chiplet-based and wafer-scale integrated systems demand...
Published: 5/15/2026
|
Inventor(s):
Subramanian Iyer
,
Goutham Ezhilarasu
,
Namkang Lee
Keywords(s):
analog computing
,
Artificial Intelligence
,
Electrical
,
energy-efficient
,
high power electronics
,
high-performance computing
,
large-area arrays
,
power conversion efficiency
,
Power distribution & grids
,
Power Electronics
,
Power Transmission
,
scalable fabrication
,
Transformer
,
wafer-scale
,
wafer-scale computing
,
Waferscale Processors
Category(s):
Electrical
,
Electrical > Electronics & Semiconductors
,
Electrical > Electronics & Semiconductors > Waferscale Computing
,
Energy & Environment > Energy Efficiency
,
Energy & Environment