cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14272/bsgqgzzqixsuca-uhfffaoysa-n.1
title: Bicyclo[1.1.1]pentyl methyl sulfoxide
title: InChI=1S/C6H10OS/c1-8(7)6-2-5(3-6)4-6/h5H,2-4H2,1H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367]. The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]: InChI descriptor[cheminf_000113]: InChI=1S/C6H10OS/c1-8(7)6-2-5(3-6)4-6/h5H,2-4H2,1H3, and canonical SMILES descriptor[cheminf_000007]: CS(=O)C12CC(C1)C2, and by the IUPAC name[cheminf_000107]: . The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]: The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-28950 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]: Melting point descriptor[CHEMINF_000256]: 60.0 (°C) Boiling point descriptor[CHEMINF_000257]: Refractive index descriptor[CHEMINF_000253]: The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]: CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR) CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR) CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) CHMO:0000630 | infrared absorption spectroscopy (IR) CHMO:0000470 | mass spectrometry (MS) The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: Used ontologies: CHEBI - Chemical Entities of Biological Interest CHEMINF - chemical information ontology (information entities about chemical entities) CHMO - Chemical Methods Ontology OBI - Ontology for Biomedical Investigations
DOI: 10.14272/bsgqgzzqixsuca-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C6H10OS/c1-8(7)6-2-5(3-6)4-6/h5H,2-4H2,1H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (400 MHz, Chloroform-d [7.27 ppm], ppm) δ = 2.92 (s, 1H), 2.44 (s, 3H), 2.15–2.12 (m, 3H), 2.09–2.06 (m, 3H). Impurities: 3.48 (unknown), 2.26 (unknown).
DOI: 10.14272/bsgqgzzqixsuca-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) ()
title: InChI=1S/C6H10OS/c1-8(7)6-2-5(3-6)4-6/h5H,2-4H2,1H3

description: dataset for mass spectrometry (MS) MS (EI, 70 eV, 30 °C), m/z (%): 130 (6) [M]+, 122 (11), 105 (16), 77 (8), 69 (6), 68 (7), 67 (100) [C5H7]+, 66 (13), 65 (64), 64 (17), 63 (10) [CH3OS]+, 61 (6), 55 (5), 51 (10).HRMS–EI (m/z): [C6H10OS]+ calcd for 130.0452; found 130.0453.
DOI: 10.14272/bsgqgzzqixsuca-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) ()
title: InChI=1S/C6H10OS/c1-8(7)6-2-5(3-6)4-6/h5H,2-4H2,1H3

description: dataset for infrared absorption spectroscopy (IR) IR (ATR, ṽ) = 3418, 2969, 2917, 2883, 1718, 1655, 1451, 1421, 1377, 1299, 1259, 1205, 1137, 1109, 1069, 1023, 967, 941, 888, 868, 841, 800, 779, 748, 737, 715, 690, 611, 504, 472, 449, 382 cm–1.
DOI: 10.14272/ycwzatqzuipzob-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) ()
title: InChI=1S/C8H12OS/c1-2-3-10(9)8-4-7(5-8)6-8/h2,7H,1,3-6H2

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR) 13C NMR (100 MHz, Chloroform-d [77.0 ppm], ppm) δ = 126.5 (+), 122.9 (-), 54.3 (-), 53.9 (Cq), 49.7(-, 3C), 27.8 (+).
DOI: 10.14272/ycwzatqzuipzob-uhfffaoysa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) ()
title: InChI=1S/C8H12OS/c1-2-3-10(9)8-4-7(5-8)6-8/h2,7H,1,3-6H2

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.14272/ycwzatqzuipzob-uhfffaoysa-n.1
title: Bicyclo[1.1.1]pentyl allyl sulfoxide
title: InChI=1S/C8H12OS/c1-2-3-10(9)8-4-7(5-8)6-8/h2,7H,1,3-6H2

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367]. The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]: InChI descriptor[cheminf_000113]: InChI=1S/C8H12OS/c1-2-3-10(9)8-4-7(5-8)6-8/h2,7H,1,3-6H2, and canonical SMILES descriptor[cheminf_000007]: C=CCS(=O)C12CC(C1)C2, and by the IUPAC name[cheminf_000107]: . The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]: The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-28943 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]: Melting point descriptor[CHEMINF_000256]: Boiling point descriptor[CHEMINF_000257]: Refractive index descriptor[CHEMINF_000253]: The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]: CHMO:0000630 | infrared absorption spectroscopy (IR) CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR) CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR) CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) CHMO:0000470 | mass spectrometry (MS) The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: Used ontologies: CHEBI - Chemical Entities of Biological Interest CHEMINF - chemical information ontology (information entities about chemical entities) CHMO - Chemical Methods Ontology OBI - Ontology for Biomedical Investigations
DOI: 10.14272/ycwzatqzuipzob-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) ()
title: InChI=1S/C8H12OS/c1-2-3-10(9)8-4-7(5-8)6-8/h2,7H,1,3-6H2

description: dataset for mass spectrometry (MS) MS (EI, 70 eV, 20 °C), m/z (%): 156 (2) [M]+, 115 (1) [C5H7OS]+, 90 (20) [C3H5OS+H]+, 87 (1) [C4H6S+H]+, 73 (37) [C3H5S]+, 67 (100) [C5H7]+, 55 (2) [C4H7]+.HRMS–EI (m/z): [C8H12OS]+ calcd for 156.0609; found 156.0608.
DOI: 10.14272/ycwzatqzuipzob-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) ()
title: InChI=1S/C8H12OS/c1-2-3-10(9)8-4-7(5-8)6-8/h2,7H,1,3-6H2

description: dataset for infrared absorption spectroscopy (IR) IR (ATR, ṽ) = 3442, 2966, 2917, 2881, 2850, 1636, 1452, 1422, 1377, 1307, 1259, 1205, 1135, 1108, 1074, 1024, 928, 868, 799, 720, 662, 581, 552, 487, 401, 381 cm–1.
DOI: 10.14272/ycwzatqzuipzob-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C8H12OS/c1-2-3-10(9)8-4-7(5-8)6-8/h2,7H,1,3-6H2

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (400 MHz, Chloroform-d [7.27 ppm], ppm) δ = 5.95–5.84 (m, 1H), 5.42–5.41 (m, 1H), 5.38–5.37 (m, 1H), 3.34 (dd, J = 0.9 Hz, J = 7.4 Hz, 2H), 2.90 (s, 1H), 2.17–2.14 (m, 3H), 2.12–2.10 (m, 3H). Impurities: 2.27 (grease), 1.25 (grease), 0.06 (grease).
DOI: 10.14272/zvcvkigebrimgx-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) ()
title: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2

description: dataset for infrared absorption spectroscopy (IR) IR (ATR, ṽ) = 2987, 2917, 2877, 1588, 1487, 1400, 1289, 1203, 1149, 1132, 1082, 1033, 1010, 939, 884, 870, 826, 772, 557, 541, 513, 492, 467, 411, 387 cm–1.
DOI: 10.14272/zvcvkigebrimgx-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (400 MHz, Chloroform-d [7.27 ppm], ppm) δ = 7.54–7.50 (m, 2H), 7.23–7.18 (m, 2H), 2.83 (s, 1H), 1.88 (s, 6H).
DOI: 10.14272/zvcvkigebrimgx-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) ()
title: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2

description: dataset for mass spectrometry (MS) MS (EI, 70 eV, 30 °C), m/z (%): 144 (100) [C6H4FOS+H]+, 143 (16) [C6H4FOS]+, 127 (11) [C6H4FS]+, 115 (9) [C5H7OS]+, 96 (38) [C6H4F+H]+, 95 (14) [C6H4F]+, 67 (100) [C5H7]+, 55 (4) [C4H7]+.HRMS–EI (m/z): [C11H11FOS]+ calcd for 210.0515 ; found 210.0516.
DOI: 10.14272/zvcvkigebrimgx-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) ()
title: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR) 13C NMR (100 MHz, Chloroform-d [77.0 ppm], ppm) δ = 164.3 (Cq, d, J = 250.9 Hz), 137.2 (Cq, d, J = 3.1 Hz), 126.3 (+, d, J = 8.7 Hz, 2C), 116.3 (+, d, J = 22.5 Hz, 2C), 55.5 (Cq), 48.9 (–, 3C), 27.9 (+).
DOI: 10.14272/zvcvkigebrimgx-uhfffaoysa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) ()
title: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.14272/zvcvkigebrimgx-uhfffaoysa-n.1
title: Bicyclo[1.1.1]pentyl 4-fluorophenyl sulfoxide
title: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367]. The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]: InChI descriptor[cheminf_000113]: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2, and canonical SMILES descriptor[cheminf_000007]: Fc1ccc(cc1)S(=O)C12CC(C1)C2, and by the IUPAC name[cheminf_000107]: . The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]: The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-28929 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]: Melting point descriptor[CHEMINF_000256]: 139.0 (°C) Boiling point descriptor[CHEMINF_000257]: Refractive index descriptor[CHEMINF_000253]: The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]: CHMO:0000630 | infrared absorption spectroscopy (IR) CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR) CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR) CHMO:0000597 | 19F nuclear magnetic resonance spectroscopy (19F NMR) CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) CHMO:0000470 | mass spectrometry (MS) The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: Used ontologies: CHEBI - Chemical Entities of Biological Interest CHEMINF - chemical information ontology (information entities about chemical entities) CHMO - Chemical Methods Ontology OBI - Ontology for Biomedical Investigations
DOI: 10.14272/zvcvkigebrimgx-uhfffaoysa-n/chmo0000597
title: 19F nuclear magnetic resonance spectroscopy (19F NMR) ()
title: InChI=1S/C11H11FOS/c12-9-1-3-10(4-2-9)14(13)11-5-8(6-11)7-11/h1-4,8H,5-7H2

description: dataset for 19F nuclear magnetic resonance spectroscopy (19F NMR) 19F NMR (376 MHz, Chloroform-d, ppm) δ = -109.03.
DOI: 10.60600/yu/3mpya9/ggegwt
title: YLJ_ASG_DRW_Rev_Data - Dataverse Copy.xlsx

description: :unav
DOI: 10.60600/yu/3mpya9
title: Replication Data for: Rights, Structure, and Remediation

description: In "The Collapse of Constitutional Remedies," Aziz Huq challenges the idealistic view of federal courts as faithful exponents of the Constitution’s protections for liberty. He insists that the Framers’ design of Article III is fundamentally flawed, resulting in a judiciary that is ill-disposed to furnishing individual remedies for unconstitutional violence yet overly solicitous of constitutional challenges to government regulation—especially challenges founded upon the Constitution’s structural principles of federalism or separation of powers. According to Huq, this judicial double standard exacerbates societal inequities to the detriment of marginalized groups. He contends that constitutional provisions that limit government’s regulatory authority have largely malign effects, whereas individual rights against corporeal coercion protect the most vulnerable at little cost to society at large. To address the perceived failings of the judiciary—and to achieve what Huq calls “redistributive goals”—he proposes various reforms, including legislation that would strip federal courts of jurisdiction to enforce constitutional protections that Huq considers harmful. In this Book Review, we set forth our own account of individual rights, governmental structure, and judicial remediation of constitutional wrongs—an account that differs from Huq’s in many respects. Huq is undoubtedly right that federal courts have sometimes come up short in dispensing remedies for official misconduct. He is also justified in his criticisms of certain doctrines, particularly qualified immunity, that stand in the way of those seeking legal redress for constitutional wrongs. But Huq’s claims of remedial “collapse” are largely overstated, and his allegations of judicial partiality for certain litigants and constitutional provisions do not withstand scrutiny. We further argue that Huq’s normative case for exalting some constitutional rules while disregarding others is unsound and misguided. In so arguing, we highlight the benefits of constitutional principles that Huq disparages—such as structural provisions and so-called “rights against regulation”—as well as the costs of those he celebrates. Finally, given our concern that measures such as Huq’s proposed jurisdiction-stripping legislation are inimical to the rule of law, we conclude with alternative proposals that we believe would advance his professed aims without imperiling our system of constitutional governance. (2022-06-02)
DOI: 10.5281/zenodo.7757337
title: ArabicSL-Bench: A Benchmark Image Dataset for Arabic Alphabets Sign Language

description: The dataset contain a total of 28,000 RGB images belonging to a total of 28 classes. The data was collected from around 50 participants from Zagazig university. The ages of participants are ranging from 15 to 35 years. The images was captured by two mobile phones namely Realme 6, Realme 7, Realme 8. The images were resized into size of 224*224. The inital version of data is available privately on our page: https://www.kaggle.com/datasets/deepologylab/esl-net
description: https://www.kaggle.com/datasets/deepologylab/esl-net
DOI: 10.5281/zenodo.7757336
title: ArabicSL-Bench: A Benchmark Image Dataset for Arabic Alphabets Sign Language

description: The dataset contain a total of 28,000 RGB images belonging to a total of 28 classes. The data was collected from around 50 participants from Zagazig university. The ages of participants are ranging from 15 to 35 years. The images was captured by two mobile phones namely Realme 6, Realme 7, Realme 8. The images were resized into size of 224*224. The inital version of data is available privately on our page: https://www.kaggle.com/datasets/deepologylab/esl-net
description: https://www.kaggle.com/datasets/deepologylab/esl-net
DOI: 10.6084/m9.figshare.24164154
title: Plasmids for P450 engineering

description: A collection of plasmids for cytochrome P450 engineering in E. coli used in a publication: https://doi.org/10.1101/2022.12.13.520134.
DOI: 10.25505/fiz.icsd.cc2f9qbt
title: CSD 2243666: Experimental Crystal Structure Determination

description: Related Article: Nikita Akhmetov, Zainab Waris, Sergey Ryazantsev, Svetlana Lipovskikh, Nataliya Gvozdik, Mariam Pogosova, Keith Stevenson|2023|J.Mater.Chem.A|11|19656|doi:10.1039/D3TA02501B
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29ymxt
title: CCDC 2143647: Experimental Crystal Structure Determination

description: Related Article: Xianwei Li, Qi Liu, Xudong Ma, Pengfei Liu, Donghai Wang, Xiao Yu, Yong Liu|2023|J.Mater.Chem.A|11|19566|doi:10.1039/D3TA03765G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2f9qcv
title: CSD 2243667: Experimental Crystal Structure Determination

description: Related Article: Nikita Akhmetov, Zainab Waris, Sergey Ryazantsev, Svetlana Lipovskikh, Nataliya Gvozdik, Mariam Pogosova, Keith Stevenson|2023|J.Mater.Chem.A|11|19656|doi:10.1039/D3TA02501B
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.8360985
title: Small Toy Adipose TPM Expression Dataset

description: Small TPM expression of genes in the adipose (subcutaneous). Original data is from GTEX V8 on TPM counts of genes in the adipose.
DOI: 10.5281/zenodo.8360984
title: Small Toy Adipose TPM Expression Dataset

description: Small TPM expression of genes in the adipose (subcutaneous). Original data is from GTEX V8 on TPM counts of genes in the adipose.
DOI: 10.6084/m9.figshare.24118626.v3
title: AI-Based Intrusion Detection & Prevention in Edge-Assisted SDWSN with Modified Honeycomb Structure: Dataset

description: The dataset is copyrighted by the University of Johannesburg.
DOI: 10.5281/zenodo.8360873
title: Volitional activation of remote place representations with a hippocampal brain‐machine interface

description: <strong>Overview</strong> This repository is associated with the following paper: <strong>Lai C, Tanaka S, Harris TD, Lee AK. Volitional activation of remote place representations with a hippocampal brain‐machine interface. Science, 2023 (in press).</strong> This dataset demonstrates the ability of animals to activate remote place representations within the hippocampus when they aren't physically present at those locations. Such remote activations serve as a fundamental capability underpinning memory recall, mental simulation/planning, imagination, and reasoning. By employing a hippocampal map-based brain-machine interface (BMI), we designed two specific tasks to test whether animals can intentionally control their hippocampal activity in a flexible, goal-directed, and model-based manner. Our results show that animals can perform both tasks in real-time and in single trials. This dataset provides the neural and behavior data of these two tasks. The details of the tasks and results are described in the paper. <strong>Dataset, pre-trained model and code access:</strong> Unzip the <code>data.7z</code> to get a <code>data</code> folder. The <code>data</code> folder contains three subfolders: <strong>1. Running</strong>: This folder has two subfolders: <strong>run_before_jumper</strong>: Contains data files for the Running task performed before the Jumper task. <strong>run_before_jedi</strong>: Contains data files for the Running task performed before the Jedi task. <strong>2. Jumper</strong>: Contains data files for the Jumper task. <strong>2. Jedi</strong>: Contains data files for the Jedi task. Unzip the <code>model.7z</code> to get a <code>pretrained_model</code> folder, which contains all 6 pretrained models (<code>pth</code> files) trained using the data from the <code>Running</code> tasks, 3 used in <code>Jumper</code> tasks and 3 used in the <code>Jedi</code> tasks. Unzip the <code>code.7z</code>
DOI: 10.5281/zenodo.8360872
title: Volitional activation of remote place representations with a hippocampal brain‐machine interface

description: <strong>Overview</strong> This repository is associated with the following paper: <strong>Lai C, Tanaka S, Harris TD, Lee AK. Volitional activation of remote place representations with a hippocampal brain‐machine interface. Science, 2023 (in press).</strong> This dataset demonstrates the ability of animals to activate remote place representations within the hippocampus when they aren't physically present at those locations. Such remote activations serve as a fundamental capability underpinning memory recall, mental simulation/planning, imagination, and reasoning. By employing a hippocampal map-based brain-machine interface (BMI), we designed two specific tasks to test whether animals can intentionally control their hippocampal activity in a flexible, goal-directed, and model-based manner. Our results show that animals can perform both tasks in real-time and in single trials. This dataset provides the neural and behavior data of these two tasks. The details of the tasks and results are described in the paper. <strong>Dataset, pre-trained model and code access:</strong> Unzip the <code>data.7z</code> to get a <code>data</code> folder. The <code>data</code> folder contains three subfolders: <strong>1. Running</strong>: This folder has two subfolders: <strong>run_before_jumper</strong>: Contains data files for the Running task performed before the Jumper task. <strong>run_before_jedi</strong>: Contains data files for the Running task performed before the Jedi task. <strong>2. Jumper</strong>: Contains data files for the Jumper task. <strong>2. Jedi</strong>: Contains data files for the Jedi task. Unzip the <code>model.7z</code> to get a <code>pretrained_model</code> folder, which contains all 6 pretrained models (<code>pth</code> files) trained using the data from the <code>Running</code> tasks, 3 used in <code>Jumper</code> tasks and 3 used in the <code>Jedi</code> tasks. Unzip the <code>code.7z</code>
DOI: 10.34740/kaggle/dsv/6425404
title: UNB CIC IOT 2023 Dataset
DOI: 10.5281/zenodo.8360870
title: Dataset for the Ras-related protein Rab5A antibody screening study

description: This project contains the underlying data included in a study which characterized eleven commercially-available antibodies for Ras-related protein Rab5A. The study is also available on Zenodo (https://doi.org/10.5281/zenodo.8356241).
DOI: 10.5281/zenodo.8360871
title: Dataset for the Ras-related protein Rab5A antibody screening study

description: This project contains the underlying data included in a study which characterized eleven commercially-available antibodies for Ras-related protein Rab5A. The study is also available on Zenodo (https://doi.org/10.5281/zenodo.8356241).
DOI: 10.5281/zenodo.8305453
title: the supplemental data of 'It is the Frequency that Matters - Effects of Electromagnetic Fields on the Release and Content of Extracellular Vesicles.'

description: This data set is the supplemental data of the manuscript ‘It is the Frequency that Matters - Effects of Electromagnetic Fields on the Release and Content of Extracellular Vesicles.’
DOI: 10.5281/zenodo.8305452
title: the supplemental data of 'It is the Frequency that Matters - Effects of Electromagnetic Fields on the Release and Content of Extracellular Vesicles.'

description: This data set is the supplemental data of the manuscript ‘It is the Frequency that Matters - Effects of Electromagnetic Fields on the Release and Content of Extracellular Vesicles.’