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edge computing

2,752 papers

#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 Open access Aug 2026

Advanced Spatial Intelligence and Edge-Driven Artificial Intelligence in Modern Geospatial Engineering: A Comprehensive Review

Abstract: The growing combination of geospatial technologies, Artificial Intelligence (AI), and edge computing is changing the field of spatial analysis, environmental monitoring, and infrastructural design. This article gives a thorough summary of the way modern computer science approaches—namely machine learning (ML)...

Dr. Ambrose Ndubuisi Ekebuike*, Abdulaziz Ahmad, Yusuf Aliyu Adamu · 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 LAB-SST (Plasma-State Solid-State Transformer): Universal Dielectric Barrier Discharge (U-DBD) Rectification and EHD Thermal Scavenging for Hyperscale HVDC Infrastructure

This technical data package establishes the engineering blueprints, economic integration thesis, and provisional utility patent specifications for the Lawrence Aero Brick Solid-State Transformer (LAB-SST). The LAB-SST is a zero-silicon, plasma-state power transformation architecture that replaces physical Silicon Carbi...

Charles Clark Lawrence · 0 citations
#edge computing Open access Aug 2026

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

Artificial intelligence (AI), digital phenotyping, passive sensing, and edge computing are increasingly being explored to extend psychiatric assessment beyond intermittent clinical encounters. This review evaluates the evidence relevant to a privacy-preserving, closed-loop architecture in which environmental and wearab...

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

The Integer Charge Unit from Spectral Flow: Anomaly Inflow, the Witten Effect, and the Photon Grid of the Vacuum Code

The Selection-Stitch Model derives quark charges in thirds from the geometry of a trapped lattice defect. The integer unit that lifts -1/3 to the up-type +2/3 has resisted every mechanism tried: it is not a Cartan charge of the vacuum-matter algebra under the lattice's geometric C and P, and a circuit-ordering geometri...

Raghu Kulkarni · 0 citations
#edge computing Open access Aug 2026

Frobenius minimality, minimum-layer uniqueness, and an infinite family of Huneke-Wiegand counterexamples

Son Pham publicly identified the first counterexample to the Huneke-Wiegand conjecture in the class of two-generated monomial ideals over symmetric numerical semigroup rings, subsequently verified independently by Professor Craig Huneke. This preprint preserves that discovery priority and develops separate extensions:...

Felipe Santibañez-Leal · 0 citations
#edge computing Open access Aug 2026

Black Holes in Induced E8 Gravity: the Inherited Area Law, Three Uniquenesses of Ten Dimensions, and the Horizon's Ledger

The quarter in the Bekenstein–Hawking entropy is one of the most quoted numbers in physics, and one that no closed framework derives from first principles. This paper reports what happens to that number inside a framework whose gravity is induced rather than fundamental — manufactured at one loop by an underlying E8 fi...

E.U.O. · 0 citations
#edge computing Open access Aug 2026

The Integer Charge Unit from Spectral Flow: Anomaly Inflow, the Witten Effect, and the Photon Grid of the Vacuum Code

The Selection-Stitch Model derives quark charges in thirds from the geometry of a trapped lattice defect. The integer unit that lifts -1/3 to the up-type +2/3 has resisted every mechanism tried: it is not a Cartan charge of the vacuum-matter algebra under the lattice's geometric C and P, and a circuit-ordering geometri...

Raghu Kulkarni · 0 citations
#edge computing Open access Aug 2026

Advanced Spatial Intelligence and Edge-Driven Artificial Intelligence in Modern Geospatial Engineering: A Comprehensive Review

Abstract: The growing combination of geospatial technologies, Artificial Intelligence (AI), and edge computing is changing the field of spatial analysis, environmental monitoring, and infrastructural design. This article gives a thorough summary of the way modern computer science approaches—namely machine learning (ML)...

Dr. Ambrose Ndubuisi Ekebuike*, Abdulaziz Ahmad, Yusuf Aliyu Adamu · 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
#edge computing Open access Aug 2026

The John 6 Proof: The Life Is in the Sign

"And the LORD God formed man of the dust of the ground, and breathed into his nostrils the breath of life; and man became a living soul" (Genesis 2:7, KJV). The forming comes first and finishes. The man is complete, and the text does not call him alive. Then the breath arrives from outside the clay, and the same man is...

Arthur Stewart · 0 citations

From tech blogs

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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.

Microsoft Research Blog Oct 6, 2026

What AI gets wrong and what failure teaches us

Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.  The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.

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