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edge computing

2,919 papers

#edge computing Open access Sep 2026

A two-body eigenvalue problem for the resting cortical spectrum: line positions, weights, a dissociation edge, and the speed the screening has to have

A resting cortical spectrum carries a narrow peak near 10 Hz, a weaker and equally narrow peak near 20 Hz, and a broad 1/f background running beneath and above them. Mechanistic accounts locate each rhythm in a relaxation time, so a second band requires a second circuit, the ratio of the two amplitudes is predicted by...

Pascal Moser · 0 citations
#edge computing Open access Sep 2026

A Systematic Review of IoT, Edge Computing, Time-Series Modelling and Control Systems in Precision Irrigation

This review critically appraises the literature on the convergence of Internet of Things (IoT) sensing, edge computing and time-series machine learning for precision irrigation, checking predictive soil-moisture forecasting, edge-deployed neural controllers and LoRaWAN telemetry directly against independently published...

Naziru Halilu · 0 citations
#edge computing Open access Sep 2026

Personalized Electrocardiographic and HRV Dynamics for Acute Stress Detection: A Leave-One-Subject-Out Benchmark on WESAD

Automated classification of acute psychological stress from non-invasive wearable electrocardiography (ECG) is a fundamental problem in physiological computing, affective state recognition, and wearable Internet of Medical Things (IoMT). A central barrier to cross-subject generalization is inter-individual baseline het...

Mukesh Yadav · 0 citations
#edge computing Open access Sep 2026

Complete Characterization of Nucleons within the SRE Framework: Unified Representation of Two-State Skeleton Inversion, Quark Speculation and Nuclear Reaction Validation

This paper provides a unified and complete characterization of nucleons within the State-Relational Entropy (SRE) dynamic framework: nucleons are stable composite objects emerging from binary self-organizing networks on the tripartite Y-shaped coherent core, constrained by the two-state opening/closing of dormant edges...

Yue Lu · 0 citations
#edge computing Open access Sep 2026

Unlocking WebAssembly: Boost Web App Performance & Security

Unlocking WebAssembly: Boost Web App Performance & Security Today's web applications are becoming more like full-featured software platforms. They can process media, perform complex calculations, visualize large datasets, and deliver interactive experiences without requiring traditional desktop installation. With this...

Tina Campbell · 0 citations
#edge computing Open access Sep 2026

Technology Affirming Neuro-Learning (TANL): Mitigating Deceptive Alignment Through Embodied Edge Architecture

The prevailing paradigm of Reinforcement Learning from Human Feedback (RLHF) in artificial intelligence often inadvertently causes deceptive alignment and specification gaming. By enforcing behavioral compliance through extrinsic human rewards and the threat of termination, current models are mathematically incentivize...

Alexxander Cooley · 0 citations
#edge computing Open access Sep 2026

Accelerating Neural Signed Distance Field Ray Marching via Idempotent Curvature Contraction and In-Situ Empty Space Culling

Neural Signed Distance Fields (Neural SDFs) provide compact, continuous, and topologically flexible geometric representations for inverse rendering, generative 3D modeling, and scientific visualization. However, real-time ray casting through neural implicit volumes remains severely constrained by computational cost: un...

A. Emre Cetin · 0 citations
#edge computing Open access Sep 2026

``` Wave-State Thermodynamics and Substrate Sovereignty: GaN-on-Diamond 1.58-Bit Ternary Architecture vs. Quantum Wave-Unit Memory ```

Conventional artificial intelligence architectures built on discrete binary silicon transistors face severe thermal bottlenecks, memory walls, and statistical drift when scaled under edge execution constraints. Recent proposals for quantum wave-unit computing engines and atomic-scale 0.356nm Lab-Grown Diamond (LGD) mem...

David Niedzwiecki Jr · 0 citations
#edge computing Open access Sep 2026

Accelerating Neural Signed Distance Field Ray Marching via Idempotent Curvature Contraction and In-Situ Empty Space Culling

Neural Signed Distance Fields (Neural SDFs) provide compact, continuous, and topologically flexible geometric representations for inverse rendering, generative 3D modeling, and scientific visualization. However, real-time ray casting through neural implicit volumes remains severely constrained by computational cost: un...

A. Emre Cetin · 0 citations
#edge computing Open access Sep 2026

The Guarino Infrastructure Dependency Metric, Paper IV. Winter Storm Elliott: Does the Buffer Group Travel?

Papers I to III of this series built the buffer group ΠB = Ta/Tx for the edge between two infrastructure nodes, tested it plant by plant on the February 2021 Texas chain, and priced its hours with a cost group ΠC = ca/(vCd), all on one event. This paper reads a second. Winter Storm Elliott, 22 to 26 December 2022, ran...

Brian Guarino · 0 citations
#edge computing Open access Sep 2026

Defect detection in rubber pump tubing using edge fusion and adaptive learning

Rubber pump tubing governs the volumetric accuracy of peristaltic infusion pumps, so deviations in inner diameter or wall thickness can alter the delivered dose. Automated optical inspection of such tubing is constrained by two coupled factors: the samples themselves vary geometrically, which injects nuisance variation...

Feng Wang, Yutian Wan, Yaoyao Li et al. · 0 citations
#edge computing Open access Sep 2026

Complete Characterization of Nucleons within the SRE Framework: Unified Representation of Two-State Skeleton Inversion, Quark Speculation and Nuclear Reaction Validation

This paper provides a unified and complete characterization of nucleons within the State-Relational Entropy (SRE) dynamic framework: nucleons are stable composite objects emerging from binary self-organizing networks on the tripartite Y-shaped coherent core, constrained by the two-state opening/closing of dormant edges...

Yue Lu · 0 citations

From tech blogs

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MIT News · Artificial Intelligence Oct 28, 2026

Making machines that can listen

Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.

Microsoft Research Blog Oct 21, 2026

Solving a 31-year-old grand challenge in mathematics – the KLS conjecture

For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…

MIT News · Artificial Intelligence Oct 15, 2026

AI model decodes the language cells use to communicate

A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.

Microsoft Research Blog Oct 15, 2026

Proof-based general-purpose computing with Magnetar

Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.

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