The systematic design of memristor‐based neural network is provided by analog conductance state parameters to accurately emulate the software‐based high‐resolution weight at discrete device level. The requirement of discrete analog conductance of memristor device is measured as ≈50 states with nonlinearity value of ≈0.142 within the deviation range of ...
Jingon Jang, Yoonseok Song, Sungjun Park
wiley +1 more source
Dedicated and Reconfigurable Artificial Neurons and Synapses based on Two-Dimensional Materials for Efficient Neuromorphic Application. [PDF]
Chen D +12 more
europepmc +1 more source
Hardware‐Based On‐Chip Learning Using a Ferroelectric AND‐Type Array With Random Synaptic Weights
This work demonstrates an energy‐efficient on‐chip learning system using an Metal‐Ferroelectric‐Insulator‐Semiconductor FeAND synaptic array. By employing a feedback alignment scheme with a separate backward array using fixed random weights, the system overcomes directional limitations of AND‐type arrays and achieves robust, low‐power learning suitable
Minsuk Song +8 more
wiley +1 more source
Single-molecule neuromorphic device with aJ-level power consumption per switching. [PDF]
Zhang H +22 more
europepmc +1 more source
High‐Speed Altitude Regulation With Neuromorphic Camera and Lightweight Embedded Computation
Neuromorphic cameras deliver rapid, high‐dynamic‐range sensing but overwhelm embedded processors at high speeds. This work presents a lightweight, optimized Lucas–Kanade optical flow method with parallelization, gyroscopic derotation, and adaptive event slicing.
Simon L. Jeger +3 more
wiley +1 more source
A Review of Embedded Artificial Intelligence Research (2023-2026): Technological Advancements, Representative Advances, and Future Prospects. [PDF]
Zhang Z.
europepmc +1 more source
Hafnium-Based Ferroelectric Post-Moore Electronics: Device Physics, Integration Architectures, and Neuromorphic System Implementation. [PDF]
Chen X, Wang Z, Meng J, Wang T.
europepmc +1 more source
Cryogenic neuromorphic circuits using gate-controlled negative differential resistance in silicon carbide. [PDF]
Yang X +10 more
europepmc +1 more source
Event-Driven Neuromorphic Gaze Decoding via e-Skin Electrooculography. [PDF]
Jeong S +23 more
europepmc +1 more source
Recent Advances and Perspectives on Field-Effect Transistors for Artificial Visual Neuromorphic Systems. [PDF]
Yaqian L +11 more
europepmc +1 more source

