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edge computing

3,069 papers

#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

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

Publication status. This manuscript is a critical narrative review and translational framework, not a registered systematic review or meta-analysis. It synthesizes targeted peer-reviewed biomedical and engineering literature, methodological guidance, and the supplied PDAD dossier. The evidence is used to separate estab...

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

A Combinatorial Dataset of Blackjack House Edge and Basic Strategy Across 24 Rule Sets

Exact house edge and complete basic-strategy decision tables for 24 common blackjack rule sets (1/2/6 decks × S17/H17 × DAS/NDAS × LS/NLS), computed with a combinatorial total-dependent expected-value engine. Validated against established references: 6-deck S17 DAS LS = 0.485% (Wizard of Odds). Version 2.0 — published...

Damir Agonyan · 0 citations
#edge computing Open access Aug 2026

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

Publication status. This manuscript is a critical narrative review and translational framework, not a registered systematic review or meta-analysis. It synthesizes targeted peer-reviewed biomedical and engineering literature, methodological guidance, and the supplied PDAD dossier. The evidence is used to separate estab...

M. A. N. Makeen · 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

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

The N.E.A. Grand Compendium: The Computational Ontology of the Crystalline Universe

The Network Emergent Architecture (N.E.A.) derives the complete spectrum of fundamental physics from a single logical primitive: the existence of at least one decidable state. All four propagating forces—gravity, electromagnetism, the strong and weak nuclear forces—are modes of one causal equation: dφ/dt = √(1 − 2φ) ·...

Yu Zhang · 0 citations
#edge computing Open access Aug 2026

Bibliometric Analysis of Hybrid Cloud Computing

Hybrid cloud computing has emerged as a critical technological paradigm that enables organizations to combine the flexibility of public cloud services with the control and security of private cloud infrastructures. This study aims to examine the intellectual development, research trends, collaboration patterns, and eme...

Loso Judijanto · 0 citations
#edge computing Open access Aug 2026

Internet of Things Infrastructure Research Mapping

The fast pace of developing the concept of digital transformation made the Internet of Things infrastructure a crucial basis for connected systems, intelligent applications, and sustainable technological ecosystems. The purpose of this study is to conduct a bibliometric analysis and identify the patterns of development...

Loso Judijanto · 0 citations
#explainable ai Book Open access Aug 2026

KI - Quo vadis? Von ChatGPT über neuronale Netze zu neuromorpher KI

Praktisch nutzbare Künstliche Intelligenz entstand aus dem Bündnis kluger Köpfe mit den rechentechnischen Fähigkeiten Boolescher Automaten – natürliche Intelligenz dagegen aus Selbstorganisation und Evolution. Dieser zweite Weg rückt mit dem neuromorphen Rechnen zunehmend wieder in das Blickfeld von Wissenschaft und Pr...

Volker Kempe · 0 citations
#diffusion models Open access Aug 2026

Application of Artificial Intelligence Frameworks in Development of Medical Imaging Diagnosis Systems: A Comprehensive Review of Novel Methodologies, Clinical Validation, Performance Optimization, and Future Perspectives

Artificial intelligence (AI) has revolutionized medical imaging with automated disease detection, image segmentation, diagnosis, prognosis prediction, and clinical decision support across various imaging modalities, such as X-ray, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, positron emission...

S Sur, Mandal Rakesh Kumar, Chanda Debanil · 0 citations
#diffusion models Open access Aug 2026

Application of Artificial Intelligence Frameworks in Development of Medical Imaging Diagnosis Systems: A Comprehensive Review of Novel Methodologies, Clinical Validation, Performance Optimization, and Future Perspectives

Artificial intelligence (AI) has revolutionized medical imaging with automated disease detection, image segmentation, diagnosis, prognosis prediction, and clinical decision support across various imaging modalities, such as X-ray, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, positron emission...

S Sur, Mandal Rakesh Kumar, Chanda Debanil · 0 citations

From tech blogs

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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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