Analyzer · Sparsifire

Analyze how specific documents activate the features of the SAE. Select a dataset, a run and a document to begin.

Dataset

SAE Model

Document

Active Features

1511

MIN ACTIVATION

0.0

Details List

#823 Feature 823

#1806 Feature 1806

#2248 Feature 2248

#1733 Feature 1733

#886 Feature 886

#2585 Feature 2585

#2540 Feature 2540

#947 Feature 947

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#326 Feature 326

#2039 Feature 2039

#681 Feature 681

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#2423 Feature 2423

#1743 Feature 1743

#381 Feature 381

#1940 Feature 1940

#728 Feature 728

#300 Feature 300

#2437 Feature 2437

#726 Feature 726

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#1568 Feature 1568

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#267 Feature 267

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#2102 Feature 2102

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#1199 Feature 1199

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#314 Feature 314

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#1283 Feature 1283

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#2118 Feature 2118

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#246 Feature 246

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#1828 Feature 1828

#3039 Feature 3039

#420 Feature 420

#614 Feature 614

#705 Feature 705

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#1065 Feature 1065

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#2277 Feature 2277

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#2611 Feature 2611

#482 Feature 482

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#2129 Feature 2129

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#456 Feature 456

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#2640 Feature 2640

#2837 Feature 2837

#1643 Feature 1643

#795 Feature 795

#2953 Feature 2953

#2653 Feature 2653

#242 Feature 242

#2974 Feature 2974

#1252 Feature 1252

#1359 Feature 1359

#1983 Feature 1983

#2754 Feature 2754

#1692 Feature 1692

#2122 Feature 2122

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#433 Feature 433

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#1955 Feature 1955

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#2386 Feature 2386

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#1751 Feature 1751

#1272 Feature 1272

#342 Feature 342

#2869 Feature 2869

#698 Feature 698

#1303 Feature 1303

#1817 Feature 1817

#789 Feature 789

#2414 Feature 2414

#1075 Feature 1075

#1126 Feature 1126

#1531 Feature 1531

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#2802 Feature 2802

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#2721 Feature 2721

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#539 Feature 539

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#2482 Feature 2482

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#1640 Feature 1640

#851 Feature 851

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#2083 Feature 2083

#1308 Feature 1308

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#1176 Feature 1176

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#2189 Feature 2189

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#1816 Feature 1816

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#2593 Feature 2593

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#2114 Feature 2114

#2116 Feature 2116

#3040 Feature 3040

#1592 Feature 1592

#2516 Feature 2516

#1454 Feature 1454

#2660 Feature 2660

#1277 Feature 1277

#983 Feature 983

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#2310 Feature 2310

#1550 Feature 1550

#890 Feature 890

#239 Feature 239

#174 Feature 174

#2438 Feature 2438

#2399 Feature 2399

#2625 Feature 2625

#513 Feature 513

#551 Feature 551

#1049 Feature 1049

#606 Feature 606

#1710 Feature 1710

#1356 Feature 1356

#2194 Feature 2194

#1712 Feature 1712

#2274 Feature 2274

#1980 Feature 1980

#624 Feature 624

#1938 Feature 1938

#2688 Feature #2688

#2357 Feature 2357

#806 Feature 806

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#2322 Feature 2322

#2447 Feature 2447

#476 Feature 476

#1163 Feature 1163

#1968 Feature 1968

#142 Feature 142

#962 Feature 962

#1362 Feature 1362

#2180 Feature 2180

#1302 Sensing and Detection Technologies

#166 Feature 166

#221 Feature 221

#106 Feature 106

#712 Feature 712

#3002 Feature 3002

#555 Feature 555

#2851 Feature 2851

#1015 Feature 1015

#2626 Feature 2626

#787 Feature 787

#1803 Feature 1803

#2600 Feature 2600

#1433 Feature 1433

#1570 Feature 1570

#2742 Feature 2742

#484 Feature 484

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#2562 Feature 2562

#190 Feature 190

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#2417 Feature 2417

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#637 Feature 637

#2932 Feature 2932

#1151 Feature 1151

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#444 Feature 444

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#2824 Feature 2824

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#2564 Feature 2564

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#2091 Feature 2091

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#570 Feature 570

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#2929 Feature 2929

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#1421 Feature 1421

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#2019 Feature 2019

#2225 Feature 2225

#225 Feature 225

#2222 Feature 2222

#287 Feature 287

#2265 Feature 2265

#1288 Feature 1288

#2022 Feature 2022

#824 Feature 824

#1358 Feature 1358

#1370 Feature 1370

#1407 Feature 1407

#121 Feature 121

#1506 Justification/Rationale for Actions

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#3008 Feature 3008

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#2428 Feature 2428

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#2175 Feature 2175

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#1518 Feature 1518

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#1766 Feature 1766

#1211 Feature 1211

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#1153 Feature 1153

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#2901 Feature 2901

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#2173 Feature 2173

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#2069 Feature 2069

#1956 Feature 1956

#3017 Feature 3017

#3028 Feature 3028

#2139 Feature 2139

#537 Feature 537

#2714 Feature 2714

#269 Feature 269

#1804 Feature 1804

#2105 Feature 2105

#2061 Feature 2061

#404 Interactions and Mechanisms

#721 Feature 721

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#1394 Feature 1394

#511 Feature 511

#1142 Feature 1142

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#2995 Feature 2995

#1757 Feature 1757

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#837 Feature 837

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#2154 Feature 2154

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#207 Feature 207

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#160 Feature 160

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#1530 Feature 1530

#2259 Feature 2259

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#1087 Feature 1087

#399 Feature 399

#2968 Feature 2968

#2159 Feature 2159

#2448 Feature 2448

#905 Feature 905

#1609 Feature 1609

#2378 Feature 2378

#3015 Feature 3015

#1971 Feature 1971

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#965 Feature 965

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#2419 Feature 2419

#2843 Feature 2843

#583 Feature 583

#2629 Feature 2629

#2292 Feature 2292

#902 Feature 902

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#394 Feature 394

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#154 Feature 154

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#545 Feature 545

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#2725 Feature 2725

#2347 Feature 2347

#2293 Feature 2293

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#569 Feature 569

#1814 Feature 1814

#1136 Feature 1136

#1571 Feature 1571

#2382 Feature 2382

#1141 Feature 1141

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#359 Feature 359

#1834 Feature 1834

#534 Feature 534

#2134 Feature 2134

#224 Feature 224

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#373 Feature 373

#2502 Feature 2502

#1054 Feature 1054

#204 Feature 204

#2934 Feature 2934

#1385 Feature 1385

#2623 Feature 2623

#1779 Feature 1779

#1416 Feature 1416

#1822 Feature 1822

#2667 Feature 2667

#756 Feature 756

#1263 Feature 1263

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#1081 Feature 1081

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#2016 Feature 2016

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#2247 Feature 2247

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#730 Feature 730

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#2101 Feature 2101

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#1832 Feature 1832

#327 Feature 327

#2446 Feature 2446

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#2986 Feature 2986

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#817 Feature 817

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#372 Feature 372

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#2602 Feature 2602

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#1337 Feature 1337

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#1222 Feature 1222

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#1099 Feature 1099

#2341 Feature 2341

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#100 Feature 100

#395 Feature 395

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#1796 Feature 1796

#1279 Feature 1279

#140 Feature 140

#2937 Feature 2937

#1611 Feature 1611

#946 Feature 946

#2724 Feature 2724

#722 Feature 722

#1269 Feature 1269

#2586 Feature 2586

#2021 Feature 2021

#1401 Feature 1401

#2416 Feature 2416

#523 Feature 523

#2595 Feature 2595

#2717 Feature 2717

#1137 Feature 1137

#2220 Feature 2220

#1472 Feature 1472

#1451 Feature 1451

#3024 Feature 3024

#2933 Feature 2933

#2192 Feature 2192

#1538 Feature 1538

#2666 Feature 2666

#2140 Feature 2140

#715 Feature 715

#337 Feature 337

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#2011 Feature 2011

#2100 Feature 2100

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#1221 Feature 1221

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#2184 Feature 2184

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#2741 Feature 2741

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#414 Feature 414

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#263 Feature 263

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#408 Feature 408

#2912 Feature 2912

#2244 Feature 2244

#1595 Feature 1595

#985 Feature 985

#687 Feature 687

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#1353 Feature 1353

#23 Neuronal Circuitry and Cellular Processes

#2186 Feature 2186

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#2866 Feature 2866

#939 Feature 939

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#2823 Feature 2823

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#2113 Feature 2113

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#2476 Feature 2476

#2778 Hippocampal Memory and Cognitive Function

#1886 Feature 1886

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#137 Feature 137

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#2142 Feature 2142

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#376 Feature 376

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#1656 Feature 1656

#2882 Feature 2882

#2301 Feature 2301

#2009 Feature 2009

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#1825 Feature 1825

#1200 Feature 1200

#1513 Feature 1513

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#916 Feature 916

#1579 Feature 1579

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#113 Feature 113

#2515 Feature 2515

#2195 Feature 2195

#2651 Feature 2651

#109 Feature 109

#358 Feature 358

#895 Feature 895

#333 Feature 333

#1897 Feature 1897

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#189 Feature 189

#731 Feature 731

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#2971 Feature 2971

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#1213 Feature 1213

#573 Feature 573

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#1575 Feature 1575

#1002 Feature 1002

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#1135 Feature 1135

#149 Feature 149

#956 Feature 956

#643 Feature 643

#1695 Feature 1695

#2007 Developmental Disparities & Intervention

#1414 Feature 1414

#1494 Feature 1494

#653 Feature 653

#623 Feature 623

#471 Feature 471

#2791 Feature 2791

#1441 Feature 1441

#1411 Feature 1411

#1652 Feature 1652

#1818 Feature 1818

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Document Content

FT-IR Hyperspectral Imaging and Artificial Neural Network Analysis for Identification of Pathogenic Bacteria.
Identification of microorganisms by Fourier transform infrared (FT-IR) spectroscopy is known as a promising alternative to conventional identification techniques in clinical, food, and environmental microbiology. In this study we demonstrate the application of FT-IR hyperspectral imaging for rapid, objective, and cost-effective diagnosis of pathogenic bacteria. The proposed method involves a relatively short cultivation step under standardized conditions, transfer of the microbial material onto suitable IR windows by a replica method, FT-IR hyperspectral imaging measurements, and image segmentation by machine learning classifiers, a hierarchy of specifically optimized artificial neural networks (ANN). For cultivation, aliquots of the initial microbial cell suspension were diluted to guarantee single-colony growth on solid agar plates. After a short incubation period when microbial microcolonies achieved diameters between 50 and 300 μm, microcolony imprints were produced by using a specifically developed stamping device which allowed spatially accurate transfer of the microcolonies' upper cell layers onto IR-transparent CaF2 windows. Dry microcolony imprints were subsequently characterized using a mid-IR microspectroscopic imaging system equipped with a focal plane array (FPA) detector. Spectral data analysis involved preprocessing, quality tests, and the application of supervised modular ANN classifiers for hyperspectral image segmentation. The resulting easily interpretable segmentation maps suggest a taxonomic resolution below the species level.

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