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Analog Signal Summation for Reinforcement Learning via Simultaneous Light–Voltage Modulation in a Synaptic Device

Advanced Science, EarlyView.
To overcome limitations of conventional AI hardware, a light‐voltage dual‐modulating synaptic (LVDS) transistor using an IGZO/InAs quantum dot hybrid structure is proposed. LVDS transistor enables analog summation for Dueling Deep Q‐Networks by independently modulating memory via optical and electrical stimuli.
Dong Gue Roe +10 more
wiley +1 more source

A fiber array architecture for atom quantum computing. [PDF]

Nat Commun
Li X +10 more
europepmc +1 more source

Al Nanoparticle‐Decorated Metal Oxide Synaptic Transistors for Ultralow‐Energy Neuromorphic Computing with Wide Dynamic Range

Advanced Science, EarlyView.
A nanoparticle‐engineered electrolyte‐gated memtransistor is introduced as a materials‐level strategy to overcome the intrinsic trade‐off between energy consumption and synaptic precision. By embedding aluminum nanoparticles at the oxide–electrolyte interface to modulate ion trapping dynamics, the device achieves stable multistate plasticity under ...
Jun‐Gyu Choi +4 more
wiley +1 more source

Spatially programmable origami networks enable high-density mechanical computing for autonomous robotics. [PDF]

Nat Commun
Hu X, Tan T, Chen Y, Yan Z.
europepmc +1 more source

Dynamic tuning of Bloch modes in anisotropic phonon polaritonic crystals. [PDF]