Get started
Author

Jayasinghe Ns

Observed names: Jayasinghe, Nethmi, Nethmi Jayasinghe
Observed institution: University of Illinois Chicago
ORCID: 0009-0001-6316-5959
Observed ORCID: 0009-0001-6316-5959
OpenAlex ID: A5029776035
Gaussian‐Sigmoid Reinforcement Transistors: Resolving Exploration‐Exploitation Trade‐Off Through Gate Voltage‐Controlled Activation Functions
2025 · Jisoo Park, Juhyung Seo, et al. · Advanced Functional Materials · 5
PDF
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges
2025 · Amit Ranjan Trivedi, Sina Tayebati, et al. · Design, Automation, and Test in Europe · 5
PDF
Electrostatic Gaussian Transistor for Real‐Time Probabilistic Inference
2026 · Youngmin Han, Youngwoo Yoo, et al. · Advanced Materials · 2
PDF
GaitVista: Reliability-Aware AI Measurement toward Accessible Longitudinal Gait Assessment
2026 · Jayasinghe, Nethmi, Parashar, Mihir, et al. · arXiv (Cornell University)
PDF
Electrostatic Gaussian Transistor for Real‐Time Probabilistic Inference (Adv. Mater. 52/2026)
2026 · Youngmin Han, Youngwoo Yoo, et al. · Advanced Materials
PDF
Cerebellum-inspired memtransistors enable emergent differentiation for hardware-efficient novelty detection
2026 · Min-A Kang, Spencer T. Brown, et al. · Nature Communications
Split-Gate Memtransistors for Energy-Efficient Adaptive Reinforcement Learning
2026 · Justin H. Qian, Kevin J. Liu, et al. · ACS Nano
When Robots Sleep: Offline Skill Consolidation for Shared-Policy Robot Learning
2026 · Jayasinghe, Nethmi, Gontero, Diana, et al. · arXiv (Cornell University)
PDF
Residual Control for Fast Recovery from Dynamics Shifts
2026 · Jayasinghe, Nethmi, Gontero, Diana, et al. · arXiv (Cornell University)
PDF
Cerebellar-Inspired Residual Control for Fault Recovery: From Inference-Time Adaptation to Structural Consolidation
2026 · Jayasinghe, Nethmi, Gontero, Diana, et al. · arXiv (Cornell University)
PDF
Gaussian‐Sigmoid Reinforcement Transistors: Resolving Exploration‐Exploitation Trade‐Off Through Gate Voltage‐Controlled Activation Functions (Adv. Funct. Mater. 49/2025)
2025 · Jisoo Park, Juhyung Seo, et al. · Advanced Functional Materials
MOSAIC: Collaborative Compute-in-Memory µArrays for Flexible and Scalable Deep Learning
2025 · Amit Ranjan Trivedi, Shamma Nasrin, et al. · IEEE VLSI Test Symposium (VTS)
Single-Step Extraction of Transformer Attention With Dual-Gated Memtransistor Crossbars
2024 · Nethmi Jayasinghe, Maeesha Binte Hashem, et al. · IEEE Electron Device Letters
Works count: 13
Citation count: 12
H-index: 2
I10-index:
Year
Topic
Type