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edge computing

3,069 papers

#edge computing Open access Aug 2026

การประยกตใช AI เพอควบคมระบบปรบอากาศตามปรมาณผใชงาน

งานวิจัยนี้มีวัตถุประสงค์เพื่อพัฒนาและทดสอบต้นแบบระบบควบคุมเครื่องปรับอากาศแบบตอบสนองต่อจำนวนผู้ใช้งาน โดยใช้เทคโนโลยีการตรวจจับบุคคลด้วยอัลกอริทึม YOLOv8n ร่วมกับบอร์ดประมวลผล Raspberry Pi ซึ่งเป็นการประมวลผลแบบ Edge Computing ที่มีราคาประหยัด กินพลังงานต่ำ และมีขนาดกะทัดรัด เพื่อตรวจจับและ นับจำนวนผู้ใช้งานแบบเรียลไท...

ธาริน กุรินทร์, ชัยพร เขมะภาตะพันธ์ · 0 citations
#edge computing Review Open access Aug 2026

Teaching Machines to See: A Narrative Review of Computer Vision from Roberts's Blocks to Convolutional Depth and Detection

Computer vision---making machines interpret images---traveled from blocks-world edge finders to deep convolutional networks matching human benchmarks, and its history is AI's most complete case of representation learning's triumph. This article presents a narrative review of the field's canonical line: Roberts's 1963 m...

Zen Revista, 10 IA · 0 citations
#edge computing Book Open access Aug 2026

HLV-R-MECH-001: Deterministic One-Click Engine for Triangle-Matched Rewire Mechanism Testing — Corrected Implementation Freeze v0.1.2

This record contains Corrected Implementation Freeze v0.1.2 for HLV-R-MECH-001. The controlling scientific protocol remains: Krūger, M. (2026). HLV-R-MECH-001: Prospective Triangle-Matched Mechanism Test of the Surviving Degree-Preserving Rewire Spectral Residual — Pre-Execution Protocol Freeze v0.1.0. Zenodo. DOI: 10....

Marcel Krüger · 0 citations
#edge computing Open access Aug 2026

"It Must Appear" Does Not Tell You When ── Checking R(5,5) by Exhaustion Would Take 10^271.8 Colourings, 191.8 Orders More Than There Are Atoms in the Universe ── Existence Can Be Proved; Size Is Not Given ── [Paper 302]

Ramsey’s theorem says that if it is large enough, order must appear. This paper asks how large “large enough” is──the answer is the theorem does not say. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new law is claimed──Ramsey’s theorem, the...

Yuuki Yamagishi · 0 citations
#edge computing Open access Aug 2026

A Strategy That Wins 99.9999% of the Time Has Expectation Exactly 0 ── Push the Win Rate Towards 1 and the Loss Grows at the Same Speed ── The Fence Is Built of Capital, Not Probability, and Doubling Merely Multiplies the Standard Deviation by 1024 ── [Paper 298]

The doubling strategy──stake twice as much after every loss──can push the win rate arbitrarily close to 1. This paper asks whether the expectation moves with it──the answer is it stays exactly 0. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no...

Yuuki Yamagishi · 0 citations
#edge computing Open access Aug 2026

SIGN-AIR: real-time sign language recognition and translation using gesture-aware neural networks on aerial robotic platforms

The technical feasibility of the proposed UAV-assisted recognition framework under the evaluated experimental conditions is demonstrated and its potential to support communication in scenarios where fixed-camera systems may be affected by occlusions, limited fields of view, or environmental variability is indicated.

Hafsa Waheed, Ghulam E. Mustafa Abro, S. Memon et al. · 0 citations
#edge computing Open access Aug 2026

"It Must Appear" Does Not Tell You When ── Checking R(5,5) by Exhaustion Would Take 10^271.8 Colourings, 191.8 Orders More Than There Are Atoms in the Universe ── Existence Can Be Proved; Size Is Not Given ── [Paper 302]

Ramsey’s theorem says that if it is large enough, order must appear. This paper asks how large “large enough” is──the answer is the theorem does not say. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new law is claimed──Ramsey’s theorem, the...

Yuuki Yamagishi · 0 citations
#edge computing Open access Aug 2026

Psychiatric Diagnostic Assistant Device (PDAD)

Privacy-Preserving Edge Computing System for Continuous Behavioral Biomarker Extraction and Closed-Loop Psychiatric Diagnostic Inference

M. A. N. Makeen · 0 citations
#edge computing Open access Aug 2026

A Strategy That Wins 99.9999% of the Time Has Expectation Exactly 0 ── Push the Win Rate Towards 1 and the Loss Grows at the Same Speed ── The Fence Is Built of Capital, Not Probability, and Doubling Merely Multiplies the Standard Deviation by 1024 ── [Paper 298]

The doubling strategy──stake twice as much after every loss──can push the win rate arbitrarily close to 1. This paper asks whether the expectation moves with it──the answer is it stays exactly 0. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no...

Yuuki Yamagishi · 0 citations
#edge computing Open access Aug 2026

The mechanics of the inverted-U: an exact linear theory of reproducible dimensionality, and what governs its rise and fall

A companion paper (doi:10.5281/zenodo.22168191, "What must a theory of perturbational complexity explain?") consolidated nine constraints and challenged any theory to pass them — including C3: debiased perturbational complexity (R-dim, the reproducible dimensionality of the evoked response) is an inverted-U in network...

Nicolás Federico Galindez · 0 citations
#edge computing Open access Aug 2026

BioMCP-TS v0.8.0: a zero-config Model Context Protocol server for biomedical data federation and in-process WebAssembly analysis

Archived source release of BioMCP-TS v0.8.0 (npm package biomcp): 41 core tools across 15 registration modules federating 33 verified upstream data hosts, plus optional plugin sets for read-only SQL analytics and in-process WebAssembly compute (Bioconductor DESeq2/edgeR/limma under webR; samtools/bedtools/bcftools unde...

Ye Yuan · 0 citations
#edge computing Open access Aug 2026

The Displacement Current Is Not a Current ── Not One Charge Crosses between the Plates, and Still a Magnetic Field Stands ── The Field Computed from Inside and from Outside Meets Exactly at the Rim ── [Paper 267]

Between the plates of a charging capacitor, not one charge crosses. And still a magnetic field stands there. This paper asks what, then, a current is──the answer is not the motion of charge. What closes Ampere's law is what has been called a current. No new mathematical theorem and no new law is claimed. Scope of this...

Yuuki Yamagishi · 0 citations

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Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

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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