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Paper Citation Record · LEDGER

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things

As of 20 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 2 inbound Pith citation observations for arXiv:2506.20589.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.20589 v4

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:48:48.982701Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:23:37.300117Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 300 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved99
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2fe77070-7a86-4084-84b7-cf650519b833 · outbound

This paper cites Schrödinger,What is Life? The Physical Aspect of the Living Cell.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Schrödinger,What is Life? The Physical Aspect of the Living Cell

Reference 1

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Observation a5258af2-56f3-421f-891d-a58f312d39e8 · outbound

This paper cites PANACEA: An Internet of Bio- NanoThings Application for Early Detection and Mitigation of Infectious Diseases,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things PANACEA: An Internet of Bio- NanoThings Application for Early Detection and Mitigation of Infectious Diseases,

Reference 2

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source=pdf_text observed=2026-08-06T22:48:39.140797Z digest=sha256:0d691bf2cf58fad4c79c2ebadafdca9476f8a01b35b48fdaba1b41c13ebba678

Observation 51f01a56-93c3-44ff-a7f4-f934a4affdac · outbound

This paper cites Torres Gómez et al.,Dataset for Cell-to-Cell Communications, IEEE Dataport, 2024.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Torres Gómez et al.,Dataset for Cell-to-Cell Communications, IEEE Dataport, 2024

Reference 3

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doi, observed 2026-08-06T22:49:12.606506Z

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Observation 7dd9c2b7-c609-4a40-8ee6-e2ccd70c2699 · outbound

This paper cites Abnormality Detection and Localization Schemes Using Molecular Communication Systems: A Survey,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Abnormality Detection and Localization Schemes Using Molecular Communication Systems: A Survey,

Reference 4

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source=pdf_text observed=2026-08-06T22:48:39.319596Z digest=sha256:b9dd8bf6df35b7e669c578c44d5b02fd10aeb3697418cc78b44e62ec7c6d4385

Observation d3d96c8c-3bd2-4772-9060-0bcb1d7d9a42 · outbound

This paper cites Future medicine: from molecular pathways to the collective intelligence of the body,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Future medicine: from molecular pathways to the collective intelligence of the body,

Reference 5

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source=pdf_text observed=2026-08-06T22:48:39.381578Z digest=sha256:8880106ed367a2c8690b9c141013b3acd63582c555b1ab60d3297c8413467b48

Observation 5d75c50c-b8ab-428c-b821-8507f33e7812 · outbound

This paper cites Internet of Bio-Nano Things: A review of applications, enabling technologies and key challenges,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Internet of Bio-Nano Things: A review of applications, enabling technologies and key challenges,

Reference 6

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source=pdf_text observed=2026-08-06T22:48:39.455619Z digest=sha256:36bc444e7ec87e79bfd752a8b4d203b8e18fb162229231179061b3ed412ad774

Observation 67e60adc-c4fc-4464-bb94-f6021f7395ca · outbound

This paper cites Odor-Based Molecular Communications: State-of- the-Art, Vision, Challenges, and Frontier Directions,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Odor-Based Molecular Communications: State-of- the-Art, Vision, Challenges, and Frontier Directions,

Reference 7

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source=pdf_text observed=2026-08-06T22:48:39.562960Z digest=sha256:dbef7cbd5132b3933cae756ad305ad6679440ea9a21883d654325a04d245be7a

Observation 3fa424e4-c2c5-4e82-8d8c-1bce3f8b88e7 · outbound

This paper cites Wireless Communication in Nanonetworks: Current Status, Prospect and Challenges,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Wireless Communication in Nanonetworks: Current Status, Prospect and Challenges,

Reference 8

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source=pdf_text observed=2026-08-06T22:48:39.658721Z digest=sha256:2f59f622df737d60c4520ab7dd5fcf276f88eb663da0815e261f74cc9ef58dd9

Observation bf956276-c938-4534-9a54-9d3445ba2c0e · outbound

This paper cites Nanonetworks in Biomedical Applications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Nanonetworks in Biomedical Applications,

Reference 9

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source=pdf_text observed=2026-08-06T22:48:39.742082Z digest=sha256:da554151bc98cf235aecf5b396fc7b5165b95914a94627819f71ba424b9a5693

Observation 5119d7ba-2d03-448c-8fde-11f0ca40567f · outbound

This paper cites A Comprehensive Survey on Hybrid Communication in Context of Molecular Communication and Terahertz Communication for Body-Centric Nanonetworks,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A Comprehensive Survey on Hybrid Communication in Context of Molecular Communication and Terahertz Communication for Body-Centric Nanonetworks,

Reference 10

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Observation d32b77c9-9a1a-44cb-803f-cb1c81a7b02e · outbound

This paper cites Recent progress in nanoplasmonics-based integrated optical micro/nano-systems,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Recent progress in nanoplasmonics-based integrated optical micro/nano-systems,

Reference 11

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source=pdf_text observed=2026-08-06T22:48:39.927113Z digest=sha256:fbc244b991aa6a5a8fbb417a70147607dfe9c1795ba7db0f176701866f9f5f3a

Observation 5e9b63a0-7556-4e2b-825f-a79370bc1525 · outbound

This paper cites Body-Centric Terahertz Networks: Prospects and Challenges,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Body-Centric Terahertz Networks: Prospects and Challenges,

Reference 12

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source=pdf_text observed=2026-08-06T22:48:39.985052Z digest=sha256:21697990a14c072e245077e6b48e593f9fb8ff0a3edc251f26f712ba55a1d32c

Observation 856a84ea-c16e-45b3-8f15-f9b1c85b0a20 · outbound

This paper cites Graphene-Based Antenna Design for Commu- nications in the Terahertz Band,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Graphene-Based Antenna Design for Commu- nications in the Terahertz Band,

Reference 13

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source=pdf_text observed=2026-08-06T22:48:40.072142Z digest=sha256:a22dbead8cb89ec6919bdf68aea47b4d0e32f4c152e1b1f6cbd4c355ce4472fd

Observation 76346d12-dc79-4db5-80ba-6020f6fb52bc · outbound

This paper cites Electromagnetic Nanonetworks Beyond 6G: From Wearable and Implantable Networks to On-Chip and Quantum Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Electromagnetic Nanonetworks Beyond 6G: From Wearable and Implantable Networks to On-Chip and Quantum Communication,

Reference 14

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source=pdf_text observed=2026-08-06T22:48:40.161747Z digest=sha256:70ba3c0b913d79c225e1fc0f8c9f527ad655920348950feb8abb3de98a1108f3

Observation 6ef0d9bc-283b-40fb-af96-f3fad5f84a01 · outbound

This paper cites A Biomedical Perspective in Terahertz Nano-Communications—A Review,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A Biomedical Perspective in Terahertz Nano-Communications—A Review,

Reference 15

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source=pdf_text observed=2026-08-06T22:48:40.278035Z digest=sha256:4a95a504ac4d22f413d292de2d796c3c1c695982126d291e06e8f14daf2f5a79

Observation 9802910b-6559-426d-b248-56214e8e318e · outbound

This paper cites Understanding the Applicability of Terahertz Flow-Guided Nano-Networks for Medical Applications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Understanding the Applicability of Terahertz Flow-Guided Nano-Networks for Medical Applications,

Reference 16

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Observation 3bcfa4a3-c8b1-4df6-aef2-e9629c43056c · outbound

This paper cites Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Survey on Terahertz Nanocommunication and Networking: A Top-Down Perspective,

Reference 17

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source=pdf_text observed=2026-08-06T22:48:40.498485Z digest=sha256:fe9726e7d72cc5d1b5afd7c30e2e39e103c105c3bcbb066a8909d7aa3687b486

Observation eab0f9d4-d16a-4b59-98f9-9d6fa60cdc4e · outbound

This paper cites Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications,

Reference 18

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source=pdf_text observed=2026-08-06T22:48:40.611850Z digest=sha256:e933c9a6ccedd3a3efb929809aeb83550070d332cc38148c7311c1ed5eaab127

Observation 1607aa40-dbe8-449f-ba29-d8877072d5fd · outbound

This paper cites Nanonetworking in the Terahertz Band and Beyond,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Nanonetworking in the Terahertz Band and Beyond,

Reference 19

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Observation 77ee8aea-2fe1-43c8-9f5d-29510171dcf7 · outbound

This paper cites A Systematic Review of Bio-Cyber Interface Technologies and Security Issues for Internet of Bio-Nano Things,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A Systematic Review of Bio-Cyber Interface Technologies and Security Issues for Internet of Bio-Nano Things,

Reference 20

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Observation 71ad2064-c585-41d6-a85d-8dc07eedf8d6 · outbound

This paper cites Review of Physical Layer Security in Molecular Internet of Nano-Things,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Review of Physical Layer Security in Molecular Internet of Nano-Things,

Reference 21

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Observation ca9ca1cd-9aa0-4829-862d-21d9f4bb5c8d · outbound

This paper cites Moving forward with molecular communication: from theory to human health applications [point of view],.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Moving forward with molecular communication: from theory to human health applications [point of view],

Reference 22

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Observation e37728ec-c3b7-42d4-a671-5a13f0ec53ff · outbound

This paper cites Channel Modeling for Diffusive Molecular Communication - A Tuto- rial Review,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Channel Modeling for Diffusive Molecular Communication - A Tuto- rial Review,

Reference 23

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Observation 2e43edf9-afd6-4962-b800-8a4909b8680b · outbound

This paper cites Methods and Applications of Mobile Molecular Commu- nication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Methods and Applications of Mobile Molecular Commu- nication,

Reference 24

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source=pdf_text observed=2026-08-06T22:48:42.506233Z digest=sha256:a1c57445dbf7f40a3c4e453a12ddbddacb852f6a0351ca782360b9b71986ddaf

Observation 61821cca-302a-49d9-bbbc-5e8ac8df562c · outbound

This paper cites A survey on estimation schemes in molecular communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A survey on estimation schemes in molecular communications,

Reference 25

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Observation 1024134a-965c-42af-9865-e2fdefe2363a · outbound

This paper cites A Survey on Modulation Techniques in Molecular Communication via Diffusion,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A Survey on Modulation Techniques in Molecular Communication via Diffusion,

Reference 26

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Observation 6d1b1e63-369a-40ed-910c-0dae8281cf0d · outbound

This paper cites Coding in Diffusion-Based Molecular Nanonetworks: A Comprehensive Survey,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Coding in Diffusion-Based Molecular Nanonetworks: A Comprehensive Survey,

Reference 27

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source=pdf_text observed=2026-08-06T22:48:42.895008Z digest=sha256:69fdc8e08d3b3027d1c24ca1e4197c1cacca271420a972f0890046a2b8619644

Observation d164dbca-fe67-4e8a-963a-dbc427365b8d · outbound

This paper cites MIMO Operations in Molecular Communications: Theory, Prototypes, and Open Challenges,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things MIMO Operations in Molecular Communications: Theory, Prototypes, and Open Challenges,

Reference 28

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source=pdf_text observed=2026-08-06T22:48:43.043328Z digest=sha256:ba4daafa6a52eee93a2e23bff275a3c07a844bb11c0661dcb4f65e7b880f8dfc

Observation 81927bc5-8c5d-448f-80b6-f1e624494709 · outbound

This paper cites Experimental Research in Synthetic Molecular Communications – Part I,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Experimental Research in Synthetic Molecular Communications – Part I,

Reference 29

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Observation 6cec6a38-21d9-4312-ba1a-20c358981f3d · outbound

This paper cites Experimental Research in Synthetic Molecular Communications – Part II,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Experimental Research in Synthetic Molecular Communications – Part II,

Reference 30

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Observation 5a8e99ae-3cd9-45c9-a2af-82f6169750ce · outbound

This paper cites Signal Detection for Molecular Communication: Model-Based vs. Data-Driven Methods,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Signal Detection for Molecular Communication: Model-Based vs. Data-Driven Methods,

Reference 31

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Observation 300fa2db-9731-427a-84f2-0db39fb14788 · outbound

This paper cites Machine Learning in Nano-Scale Biomedical Engineering,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Machine Learning in Nano-Scale Biomedical Engineering,

Reference 32

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Observation 744f3a23-c4cf-488b-b9df-7132b570cd1d · outbound

This paper cites A survey on molecular- scale learning systems with relevance to DNA computing,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A survey on molecular- scale learning systems with relevance to DNA computing,

Reference 33

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Observation be7f3d3b-b1c4-40b3-a72f-4dffd74fb871 · outbound

This paper cites A Review on the Role of Nano-Communication in Future Healthcare Systems: A Big Data Analytics Perspective,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A Review on the Role of Nano-Communication in Future Healthcare Systems: A Big Data Analytics Perspective,

Reference 34

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Observation 61d8b1c7-637b-4abe-840e-7c98dc507737 · outbound

This paper cites Neuromorphic engineering in wetware: the state of the art and its perspectives,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Neuromorphic engineering in wetware: the state of the art and its perspectives,

Reference 35

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Observation d0e9d3bc-c3d0-40cb-a6a6-c08e6c0bb4ee · outbound

This paper cites A Survey of Molecular Communication in Cell Biology: Establishing a New Hierarchy for Interdisciplinary Applications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A Survey of Molecular Communication in Cell Biology: Establishing a New Hierarchy for Interdisciplinary Applications,

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Observation 585c4a7b-2c82-4cb5-bcea-8bc59655cd5d · outbound

This paper cites Toward Interdisciplinary Synergies in Molecular Communications: Perspectives from Synthetic Biology, Nanotechnol- ogy, Communications Engineering and Philosophy of Science,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Toward Interdisciplinary Synergies in Molecular Communications: Perspectives from Synthetic Biology, Nanotechnol- ogy, Communications Engineering and Philosophy of Science,

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Observation 3bf63d74-6e7c-4ae2-856d-16f079aa4b48 · outbound

This paper cites A machine learning approach to model the received signal in molecular communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A machine learning approach to model the received signal in molecular communications,

Reference 38

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Observation e4f2674d-d2ec-4866-a00d-ab3dc7bc1a09 · outbound

This paper cites Distance estimation methods for a prac- tical macroscale molecular communication system,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Distance estimation methods for a prac- tical macroscale molecular communication system,

Reference 39

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Observation 6299d536-1aed-4a60-9c91-952c2fb21a0d · outbound

This paper cites Machine learning based channel modeling for molecular MIMO communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Machine learning based channel modeling for molecular MIMO communications,

Reference 40

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source=pdf_text observed=2026-08-06T22:48:44.494533Z digest=sha256:7578b5226ba105555b2f8e591b36494ed5d84b11187e9ae6c8fd25961e5061db

Observation eab9c0fe-caa0-49ce-b884-debbf2fb5bf6 · outbound

This paper cites Estimating Capture Probabilities for Complex Topologies in 2D Molecular Communication via Diffusion Channel using Artificial Neural Networks,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Estimating Capture Probabilities for Complex Topologies in 2D Molecular Communication via Diffusion Channel using Artificial Neural Networks,

Reference 41

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source=pdf_text observed=2026-08-06T22:48:44.584326Z digest=sha256:604724f3fbd6293056e2b3127c38238314cf01f23b28984defd3017f79ec7375

Observation 9eb89f4f-04ff-4ac6-a1ea-1e2b8456d67f · outbound

This paper cites Estimating channel coefficients for complex topologies in 3D diffusion channel using artificial neural networks,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Estimating channel coefficients for complex topologies in 3D diffusion channel using artificial neural networks,

Reference 42

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Observation 630c4014-51f4-4155-a243-872177e112ff · outbound

This paper cites Channel modeling for diffusion-based molecular MIMO communications using deep learning,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Channel modeling for diffusion-based molecular MIMO communications using deep learning,

Reference 43

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Observation 34bba1de-3c1a-493a-99e9-59da754661c5 · outbound

This paper cites Array Gain Analysis in Molecular MIMO Communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Array Gain Analysis in Molecular MIMO Communications,

Reference 44

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source=pdf_text observed=2026-08-06T22:48:44.853671Z digest=sha256:4f10a0a1b9846c20d02093272ab50e71a2f58f3610d8ba65e8225426ca8aa5e3

Observation 61a45a1f-3b43-4a8e-886e-d6f1dc79c222 · outbound

This paper cites Deep Learning-Based Estimation of Emission Time and Arrival Time in Diffusive Multi- Receiver Molecular Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Deep Learning-Based Estimation of Emission Time and Arrival Time in Diffusive Multi- Receiver Molecular Communication,

Reference 45

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Observation d104604d-8993-4171-abc5-fe57223bee9f · outbound

This paper cites Artificial neural network based misorientation correction in molecular 4x4 MIMO systems,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Artificial neural network based misorientation correction in molecular 4x4 MIMO systems,

Reference 46

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source=pdf_text observed=2026-08-06T22:48:45.000495Z digest=sha256:eec7e79bd02b7211b01014b64add52ad08cd211e8c83b5aaf07974f6bd8ef4a9

Observation 3a3985f2-497a-44af-a502-f94494da3d2c · outbound

This paper cites Modeling Extracellular Vesicles-Mediated Interactions of Cells in the Tumor Microenvironment,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Modeling Extracellular Vesicles-Mediated Interactions of Cells in the Tumor Microenvironment,

Reference 47

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source=pdf_text observed=2026-08-06T22:48:45.119797Z digest=sha256:dfe4d3736ab2fa948f2bf5056bf25d2edf3578553508b5c161e0bf3411921da5

Observation 3a824475-c93c-4eb9-873d-d7d3ea6a46f8 · outbound

This paper cites Symbol Synchronization for Diffusion-Based Molecular Communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Symbol Synchronization for Diffusion-Based Molecular Communications,

Reference 48

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source=pdf_text observed=2026-08-06T22:48:45.202704Z digest=sha256:6ff022a5406b1295a0177ae2196e309af20633d10fb0d279bb165017893a5151

Observation 411a71d3-bba2-4bc4-b7ec-2153fb642f19 · outbound

This paper cites Synchronization for Diffusion-Based Molecular Communication Systems via Faster Molecules,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Synchronization for Diffusion-Based Molecular Communication Systems via Faster Molecules,

Reference 49

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source=pdf_text observed=2026-08-06T22:48:45.290084Z digest=sha256:592471d314a5940f92c3e60c847ef7136e2fcf43787709117fb3675fc47e5970

Observation 7f916f7b-86fc-4c5f-bd9e-5354d61ad985 · outbound

This paper cites Blind Synchronization in Diffusion-Based Molecular Communication Chan- nels,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Blind Synchronization in Diffusion-Based Molecular Communication Chan- nels,

Reference 50

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source=pdf_text observed=2026-08-06T22:48:45.378746Z digest=sha256:0847198210cedabade3b3c8b7c54d2d185836b7d9362bc7350cc357dc8e03fdb

Observation f2578037-db56-4d72-ba1d-0e5c513f90ce · outbound

This paper cites Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,

Reference 51

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source=pdf_text observed=2026-08-06T22:48:45.475886Z digest=sha256:bfa6f735992bf7a54d0ca03132afce13a55c7ef2c55a17270a06b2dc0b2f063a

Observation 166803e7-bec0-4d8a-9aad-648e00dde98a · outbound

This paper cites Reinforcement Learning-based Receiver for Molecular Communication with Mobility,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Reinforcement Learning-based Receiver for Molecular Communication with Mobility,

Reference 52

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source=pdf_text observed=2026-08-06T22:48:45.573646Z digest=sha256:118ba07925aec2eb8c8d2e4ca5e3b1636a875e6aba04f75c9f3093bff1ea2eda

Observation 601ab072-f6a5-4b26-95ce-0badae6f6123 · outbound

This paper cites Testbed- based Receiver Optimization for SISO Molecular Communication Channels,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Testbed- based Receiver Optimization for SISO Molecular Communication Channels,

Reference 53

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source=pdf_text observed=2026-08-06T22:48:45.636766Z digest=sha256:1dd049c3b9a6f210102f1c2160e676156e570c6901d55f7024cc5c45cb19cad8

Observation 0ad9a9c8-145f-4535-9f80-463f263e97d6 · outbound

This paper cites Synchronized Relaying in Molecular Communication: An AI-based Approach using a Mobile Testbed Setup,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Synchronized Relaying in Molecular Communication: An AI-based Approach using a Mobile Testbed Setup,

Reference 54

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Observation 65c88aee-e596-4336-940d-c0f1c43c8f89 · outbound

This paper cites Synchronisation and Detection in Molecular Communication using a Deep-Learning-based Approach,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Synchronisation and Detection in Molecular Communication using a Deep-Learning-based Approach,

Reference 55

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source=pdf_text observed=2026-08-06T22:48:45.808374Z digest=sha256:bec703ced462ef20039ed1bc08135f1b03019c9d5ec80d078ca4ceafb4df1b50

Observation 57a57230-67b8-4a6c-808d-3ee6d7d65b57 · outbound

This paper cites Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance with Machine Learning,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance with Machine Learning,

Reference 56

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source=pdf_text observed=2026-08-06T22:48:45.882302Z digest=sha256:2ca47705ef5a3200dcb47ff7305b3f68d35b38c73d7d5bfacf49c206e47e89ef

Observation c9fab324-df63-4133-bc45-9482dc593a49 · outbound

This paper cites Media Modulation Based Molecular Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Media Modulation Based Molecular Communication,

Reference 57

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source=pdf_text observed=2026-08-06T22:48:45.963223Z digest=sha256:0af52279e3761b138804c76ba0e37910e604d2d844fbc47d05f8401903574eed

Observation 58b1b2d0-fdba-4f75-af93-55da3d753334 · outbound

This paper cites A Reversibly Photoswitchable GFP-like Protein with Fluorescence Excitation Decoupled from Switching,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A Reversibly Photoswitchable GFP-like Protein with Fluorescence Excitation Decoupled from Switching,

Reference 58

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source=pdf_text observed=2026-08-06T22:48:46.047993Z digest=sha256:488ba6d844aebbd68fc8b7b99c9605f196b2fe95164582cddae24a1bb54e0315

Observation 4fabfa62-e823-4575-9eac-1a25126ff78c · outbound

This paper cites Proximal Policy Optimization Algorithms,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Proximal Policy Optimization Algorithms,

Reference 59

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source=pdf_text observed=2026-08-06T22:48:46.115177Z digest=sha256:460e54ae6d268dfab0f73f7dadb52e2820376d4afd8f75ad313669e3eff0ae8b

Observation 9bbad98f-46c2-43b4-bc7a-bd421c171fc0 · outbound

This paper cites What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study

Reference 60

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Observation ea8b97d4-87f2-41da-9d3f-276cc6871f8f · outbound

This paper cites Neural Network Detection of Data Sequences in Communication Systems,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Neural Network Detection of Data Sequences in Communication Systems,

Reference 61

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Observation f96afc00-1dd1-48f8-a0c3-06e15f45994e · outbound

This paper cites Blood Makes a Difference: Experimental Evaluation of Molecular Communication in Different Fluids,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Blood Makes a Difference: Experimental Evaluation of Molecular Communication in Different Fluids,

Reference 62

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Observation cdcc1bd6-2e90-4950-9ff5-3e262ba9ac5a · outbound

This paper cites Tabletop Molecular Communication: Text Messages through Chemical Signals,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Tabletop Molecular Communication: Text Messages through Chemical Signals,

Reference 63

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source=pdf_text observed=2026-08-06T22:48:46.451425Z digest=sha256:f1354137665b2f9f7eda09f11991de50a571d070f38e37962ed7f766d0b394e2

Observation c2d648a4-a2b0-4128-ab0c-e0e9d756663c · outbound

This paper cites Molecular Com- munications: Model-Based and Data-Driven Receiver Design and Optimization,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Molecular Com- munications: Model-Based and Data-Driven Receiver Design and Optimization,

Reference 64

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source=pdf_text observed=2026-08-06T22:48:46.507202Z digest=sha256:47496a8817a0b3b075d2867ad4952568680ebe448038e159208dfe83a1e8a35c

Observation dbf8b6e6-7ff8-4ead-82e5-01204765a26f · outbound

This paper cites Adaptive Batch Training Rule-Based Detection Scheme for On-OFF-Keying Diffusion-Based Molecular Communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Adaptive Batch Training Rule-Based Detection Scheme for On-OFF-Keying Diffusion-Based Molecular Communications,

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source=pdf_text observed=2026-08-06T22:48:46.559240Z digest=sha256:1bde65b3ab858d7100c7c7fbe4fc5dcc7d008cd47466768d7c1ba8cb22f97a35

Observation ea4871eb-ae21-4f00-8652-aa7160140c0f · outbound

This paper cites Neural Network Detector in Mobile Molecular Communication for Fast Varying Channels,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Neural Network Detector in Mobile Molecular Communication for Fast Varying Channels,

Reference 66

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Observation 45bed27d-36c7-4b6f-86f8-3de60cb3a066 · outbound

This paper cites Deep Learning based Symbol Detection for Molecular Communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Deep Learning based Symbol Detection for Molecular Communications,

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source=pdf_text observed=2026-08-06T22:48:46.696188Z digest=sha256:8f5a4f86b2df0f71db65200474f1cd6a67e4a03e02f731f20a1d61d2b07eabf4

Observation 1a7415ab-0eb9-4c39-9695-922cbee3710e · outbound

This paper cites MCFormer: A Transformer-Based Detector for Molecular Communication With Accelerated Particle-Based Solution,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things MCFormer: A Transformer-Based Detector for Molecular Communication With Accelerated Particle-Based Solution,

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Observation a90bf1b9-536d-43fd-979d-8218d2cc3dcd · outbound

This paper cites A machine learning-based concentration-encoded molecular communication system,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things A machine learning-based concentration-encoded molecular communication system,

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Observation 7e4515ff-57d6-4abd-8cbd-a591709bb559 · outbound

This paper cites Estimation and Detection for Molecular MIMO Communications in the Internet of Bio-Nano Things,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Estimation and Detection for Molecular MIMO Communications in the Internet of Bio-Nano Things,

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source=pdf_text observed=2026-08-06T22:48:46.861956Z digest=sha256:229e25adc0505c8e488f9a22ac52156c399ac0df5a054880797091583efad90c

Observation 57d4bf7d-d0a1-458b-9272-5b3a4fdcb420 · outbound

This paper cites Signal Detection of Cooperative Multi-Hop Mobile Molecular Communication via Diffusion,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Signal Detection of Cooperative Multi-Hop Mobile Molecular Communication via Diffusion,

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source=pdf_text observed=2026-08-06T22:48:46.933860Z digest=sha256:7878c834b2c8bb1335af7625d1115670fd57f8a60feb215ead436aa57ebd77e2

Observation 6fbfeb77-3194-4446-8d59-d34ee33d3fa5 · outbound

This paper cites Molecular index modulation using convolutional neural networks,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Molecular index modulation using convolutional neural networks,

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Observation bc0e053c-dbc0-41c3-9e82-da742c642782 · outbound

This paper cites Performance Evaluation of Mobile Molecular Communication System Using Neural Network Detector,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Performance Evaluation of Mobile Molecular Communication System Using Neural Network Detector,

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Observation 585c2c80-0c4d-482a-8b88-811253c8ada3 · outbound

This paper cites Scaled Conjugate Gradient Algorithm for Neural Network Detector in Mobile Molecular Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Scaled Conjugate Gradient Algorithm for Neural Network Detector in Mobile Molecular Communication,

Reference 74

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Observation 0a0d9db6-9f78-435a-b94b-c11bf3aa24a0 · outbound

This paper cites Signal Detection of Mobile Multi-user Molecular Communication System Using Transformer- Based Model,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Signal Detection of Mobile Multi-user Molecular Communication System Using Transformer- Based Model,

Reference 75

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Observation 3766d33d-981e-4fe2-bb51-f95590dbf275 · outbound

This paper cites An Informer-Based Signal Sequence Detector for Mobile Molecular Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things An Informer-Based Signal Sequence Detector for Mobile Molecular Communication,

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Observation 6fe8b586-cbee-4a38-80a4-0f35b62597d1 · outbound

This paper cites Demodulation with Deep Neural Networks for Time-Dependent Flow- Based Molecular Communication Channels,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Demodulation with Deep Neural Networks for Time-Dependent Flow- Based Molecular Communication Channels,

Reference 77

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Observation a7627bf5-f172-49db-b87f-48f49240cb7f · outbound

This paper cites Receiver Design in Molecular Communi- cations: An Approach Based on Artificial Neural Networks,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Receiver Design in Molecular Communi- cations: An Approach Based on Artificial Neural Networks,

Reference 78

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Observation 5622bf0f-f638-4004-95c6-256da649a213 · outbound

This paper cites Agrawal,Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Agrawal,Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient

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Observation 0893d160-8732-4140-8211-db8e9ba41f83 · outbound

This paper cites Self-Attention-Based Real-Time Signal Detector for Communication Systems With Unknown Channel Models,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Self-Attention-Based Real-Time Signal Detector for Communication Systems With Unknown Channel Models,

Reference 80

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Observation 9e3d305c-7a7a-4d06-af06-44592c0a56c0 · outbound

This paper cites Detection Algorithms for Commu- nication Systems Using Deep Learning,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Detection Algorithms for Commu- nication Systems Using Deep Learning,

Reference 81

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source=pdf_text observed=2026-08-06T22:48:47.558168Z digest=sha256:a3ec92a86d863c1e3a0edac5770d6f58744c0707ef9f0ce7496d513bf1689e39

Observation 019e6d79-0345-44d7-81ba-a4bf4f9d5117 · outbound

This paper cites Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Sliding Bidirectional Recurrent Neural Networks for Sequence Detection in Communication Systems,

Reference 82

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Observation e3619148-95e2-4c2f-b763-0366246bd80d · outbound

This paper cites CTBRNN: A Novel Deep-Learning Based Signal Sequence Detector for Communications Systems,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things CTBRNN: A Novel Deep-Learning Based Signal Sequence Detector for Communications Systems,

Reference 83

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Observation 9ec31801-43e3-477d-a8d5-a23494eda43e · outbound

This paper cites Molecular MIMO: From Theory to Prototype,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Molecular MIMO: From Theory to Prototype,

Reference 84

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Observation 8dec8634-1e60-44c4-81db-eb3e0f9e8fb4 · outbound

This paper cites Deep Learning- based Human Implantable Nano Molecular Communications,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Deep Learning- based Human Implantable Nano Molecular Communications,

Reference 85

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Observation 1f2dfd5e-6624-464c-973a-ff7f7af291e8 · outbound

This paper cites Understanding and Embracing the Complexities of the Molecular Communication Channel in Liquids,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Understanding and Embracing the Complexities of the Molecular Communication Channel in Liquids,

Reference 86

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Observation 5cf64797-6256-42ad-98ba-b0610f1ee8b8 · outbound

This paper cites Using Deep Learning to Demodulate Transmissions in Molecular Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Using Deep Learning to Demodulate Transmissions in Molecular Communication,

Reference 87

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Observation f5164e5c-e570-4e81-ab74-626cb7f261f2 · outbound

This paper cites Artificial intelligence for molecular communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Artificial intelligence for molecular communication,

Reference 88

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Observation 294fceea-c3d8-4aca-be94-8b42c11dcfd9 · outbound

This paper cites Hybrid deep learning-based feature-augmented detection for molecular communication systems,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Hybrid deep learning-based feature-augmented detection for molecular communication systems,

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Observation 98610ae6-1460-4fc5-aafd-cafd538a56f3 · outbound

This paper cites Temporal Convolutional Network-Based Signal Detection for Magnetotactic Bacteria Com- munication System,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Temporal Convolutional Network-Based Signal Detection for Magnetotactic Bacteria Com- munication System,

Reference 90

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Observation bee32fa3-08c3-4322-97d5-f3423fb273ce · outbound

This paper cites Attention is all you need,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Attention is all you need,

Reference 91

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Observation c3165241-0e80-4b44-8feb-3c8ab133bbf3 · outbound

This paper cites Detection Over Rapidly Changing Communication Channels Using Deep Learning,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Detection Over Rapidly Changing Communication Channels Using Deep Learning,

Reference 92

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Observation b8ddd888-406b-49e5-bb22-f5d3f36454e4 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Adam: A Method for Stochastic Optimization

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Observation 182b5072-cc42-4b79-bb3c-99821e0f0bfc · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Neural Machine Translation by Jointly Learning to Align and Translate

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Observation af5963f2-8430-4631-ae84-759eb54bf971 · outbound

This paper cites Hybrid Recurrent Neural Network for Signal-Dependent Noise Suppression in Molecular Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Hybrid Recurrent Neural Network for Signal-Dependent Noise Suppression in Molecular Communication,

Reference 95

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Observation cd6b1807-386e-4564-a0d8-c7f5fbe4c649 · outbound

This paper cites Model- Based: End-to-End Molecular Communication System Through Deep Reinforcement Learning Auto Encoder,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Model- Based: End-to-End Molecular Communication System Through Deep Reinforcement Learning Auto Encoder,

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Observation 6b0f95fb-deb0-4824-abb7-ec3f8b0bc6a9 · outbound

This paper cites Towards End-to-End Learning for Salinity-based Molecular Communication,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Towards End-to-End Learning for Salinity-based Molecular Communication,

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Observation e401d02f-3580-469d-baf3-9abfacddfb04 · outbound

This paper cites Model-Free Training of End-to- End Communication Systems,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Model-Free Training of End-to- End Communication Systems,

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Unavailable: canonical work link unavailable.

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Observation a283738b-2e81-4dfb-bf56-b6dbdfae8901 · outbound

This paper cites an unresolved cited work.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things Unresolved cited work

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Unavailable: canonical work link unavailable.

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Observation bc568ac7-5dda-44f1-8001-50c2c81784c9 · outbound

This paper cites End- to-End Learning of Communication Systems with Novel Data-Efficient IIR Channel Identification,.

Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things End- to-End Learning of Communication Systems with Novel Data-Efficient IIR Channel Identification,

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source=pdf_text observed=2026-08-06T22:48:48.982701Z digest=sha256:39fa7e09f3fa9d437e6fd39e984714c5b02466c8cd1e13f493b4de6f2b6988ae

Pith citing papers

Observation f60b3003-b5b0-4e61-a37c-2dde5dd74117 · inbound

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Electrophoretic Beamforming in Molecular Communication: Toward Targeted Extracellular Vesicle Delivery Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things

Reference 1

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Unavailable: canonical work link unavailable.

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Observation 794a5257-c8e6-4771-8e17-bfd61555282c · inbound

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Embedded DNA Inference in In-Body Nanonetworks: Detection, Delay, and Communication Trade-Offs Communicating Smartly in Molecular Communication Environments: Neural Networks in the Internet of Bio-Nano Things

Reference 27

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arxiv_id, observed 2026-06-02T03:03:59.904810Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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