Class information for:
Level 1: SPIKE SORTING//NEURAL AMPLIFIER//NEURAL RECORDING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
11396 985 30.2 63%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
2 4 MATERIALS SCIENCE, MULTIDISCIPLINARY//PHYSICS, APPLIED//PHYSICS, CONDENSED MATTER 2836879
229 3       LAB ON A CHIP//MICROFLUIDICS//BIOSENSORS & BIOELECTRONICS 49406
1586 2             RETINAL PROSTHESIS//FUNCTIONAL ELECTRICAL STIMULATION//VISUAL PROSTHESIS 7218
11396 1                   SPIKE SORTING//NEURAL AMPLIFIER//NEURAL RECORDING 985

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 SPIKE SORTING authKW 2751355 12% 77% 115
2 NEURAL AMPLIFIER authKW 650976 2% 100% 21
3 NEURAL RECORDING authKW 600455 5% 37% 53
4 SPIKE DETECTION authKW 565863 5% 39% 47
5 IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS journal 365812 9% 14% 85
6 INSTRUMENTATION AMPLIFIER authKW 343498 3% 43% 26
7 NOISE EFFICIENCY FACTOR authKW 278990 1% 100% 9
8 SPIKE DISCRIMINATION authKW 238448 1% 77% 10
9 MULTI UNIT SPIKE TRAIN authKW 216992 1% 100% 7
10 CHOPPER AMPLIFIER authKW 209238 1% 75% 9

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Engineering, Biomedical 8912 24% 0% 237
2 Engineering, Electrical & Electronic 4608 41% 0% 400
3 Neurosciences 3306 35% 0% 341
4 Biochemical Research Methods 1830 15% 0% 148
5 Mathematical & Computational Biology 644 5% 0% 49
6 Medical Informatics 587 3% 0% 31
7 Computer Science, Hardware & Architecture 521 4% 0% 43
8 Computer Science, Artificial Intelligence 441 6% 0% 60
9 Instruments & Instrumentation 131 4% 0% 44
10 Rehabilitation 104 3% 0% 25

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 EMC GRP ENGN 61998 0% 100% 2
2 MED AUGMENTED VIRTUAL REAL 61998 0% 100% 2
3 MEMS DEVICE TECHNOL GRP 61998 0% 100% 2
4 UFR BIOMED PHYSIOL CEREBRALE 61998 0% 100% 2
5 WIMS 55796 0% 60% 3
6 POLYSTIM NEUROTECHNOL 53435 1% 13% 13
7 PRECLIN NEUROSCI 49593 0% 40% 4
8 INTEGRATED CIRCUITS SYST ICAS 45084 0% 36% 4
9 MEASUREMENT ELECT 42182 1% 19% 7
10 INTEGRAT COMPUTAT NEUROSCI UNIT UNIC 39852 0% 43% 3

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 365812 9% 14% 85
2 JOURNAL OF NEUROSCIENCE METHODS 79117 14% 2% 137
3 IEEE JOURNAL OF SOLID-STATE CIRCUITS 27115 9% 1% 85
4 IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 15588 3% 2% 25
5 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 12011 6% 1% 55
6 JOURNAL OF NEURAL ENGINEERING 11808 2% 2% 22
7 ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING 7761 3% 1% 27
8 JOURNAL OF COMPUTATIONAL NEUROSCIENCE 6275 1% 1% 14
9 IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS 3443 1% 2% 6
10 FRONTIERS IN NEUROINFORMATICS 3078 1% 2% 5

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 SPIKE SORTING 2751355 12% 77% 115 Search SPIKE+SORTING Search SPIKE+SORTING
2 NEURAL AMPLIFIER 650976 2% 100% 21 Search NEURAL+AMPLIFIER Search NEURAL+AMPLIFIER
3 NEURAL RECORDING 600455 5% 37% 53 Search NEURAL+RECORDING Search NEURAL+RECORDING
4 SPIKE DETECTION 565863 5% 39% 47 Search SPIKE+DETECTION Search SPIKE+DETECTION
5 INSTRUMENTATION AMPLIFIER 343498 3% 43% 26 Search INSTRUMENTATION+AMPLIFIER Search INSTRUMENTATION+AMPLIFIER
6 NOISE EFFICIENCY FACTOR 278990 1% 100% 9 Search NOISE+EFFICIENCY+FACTOR Search NOISE+EFFICIENCY+FACTOR
7 SPIKE DISCRIMINATION 238448 1% 77% 10 Search SPIKE+DISCRIMINATION Search SPIKE+DISCRIMINATION
8 MULTI UNIT SPIKE TRAIN 216992 1% 100% 7 Search MULTI+UNIT+SPIKE+TRAIN Search MULTI+UNIT+SPIKE+TRAIN
9 CHOPPER AMPLIFIER 209238 1% 75% 9 Search CHOPPER+AMPLIFIER Search CHOPPER+AMPLIFIER
10 CHOPPER MODULATION 198389 1% 80% 8 Search CHOPPER+MODULATION Search CHOPPER+MODULATION

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 REY, HG , PEDREIRA, C , QUIROGA, RQ , (2015) PAST, PRESENT AND FUTURE OF SPIKE SORTING TECHNIQUES.BRAIN RESEARCH BULLETIN. VOL. 119. ISSUE . P. 106 -117 41 60% 17
2 NG, KA , GREENWALD, E , XU, YP , THAKOR, NV , (2016) IMPLANTABLE NEUROTECHNOLOGIES: A REVIEW OF INTEGRATED CIRCUIT NEURAL AMPLIFIERS.MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. VOL. 54. ISSUE 1. P. 45 -62 54 49% 2
3 FRANKE, F , QUIROGA, RQ , HIERLEMANN, A , OBERMAYER, K , (2015) BAYES OPTIMAL TEMPLATE MATCHING FOR SPIKE SORTING - COMBINING FISHER DISCRIMINANT ANALYSIS WITH OPTIMAL FILTERING.JOURNAL OF COMPUTATIONAL NEUROSCIENCE. VOL. 38. ISSUE 3. P. 439 -459 29 91% 9
4 WU, T , XU, J , LIAN, Y , KHALILI, A , RASTEGARNIA, A , GUAN, C , YANG, Z , (2016) A 16-CHANNEL NONPARAMETRIC SPIKE DETECTION ASIC BASED ON EC-PC DECOMPOSITION.IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. VOL. 10. ISSUE 1. P. 3 -17 33 85% 0
5 EINEVOLL, GT , FRANKE, F , HAGEN, E , POUZAT, C , HARRIS, KD , (2012) TOWARDS RELIABLE SPIKE-TRAIN RECORDINGS FROM THOUSANDS OF NEURONS WITH MULTIELECTRODES.CURRENT OPINION IN NEUROBIOLOGY. VOL. 22. ISSUE 1. P. 11 -17 31 79% 37
6 FRANKE, F , PROPPER, R , ALLE, H , MEIER, P , GEIGER, JRP , OBERMAYER, K , MUNK, MHJ , (2015) SPIKE SORTING OF SYNCHRONOUS SPIKES FROM LOCAL NEURON ENSEMBLES.JOURNAL OF NEUROPHYSIOLOGY. VOL. 114. ISSUE 4. P. 2535 -2549 29 81% 5
7 GOSSELIN, B , (2011) RECENT ADVANCES IN NEURAL RECORDING MICROSYSTEMS.SENSORS. VOL. 11. ISSUE 5. P. 4572 -4597 41 59% 39
8 RIZK, M , WOLF, PD , (2009) OPTIMIZING THE AUTOMATIC SELECTION OF SPIKE DETECTION THRESHOLDS USING A MULTIPLE OF THE NOISE LEVEL.MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. VOL. 47. ISSUE 9. P. 955 -966 31 86% 10
9 FRANKE, F , NATORA, M , BOUCSEIN, C , MUNK, MHJ , OBERMAYER, K , (2010) AN ONLINE SPIKE DETECTION AND SPIKE CLASSIFICATION ALGORITHM CAPABLE OF INSTANTANEOUS RESOLUTION OF OVERLAPPING SPIKES.JOURNAL OF COMPUTATIONAL NEUROSCIENCE. VOL. 29. ISSUE 1-2. P. 127-148 28 82% 33
10 LIU, XL , ZHANG, ML , XIONG, T , RICHARDSON, AG , LUCAS, TH , CHIN, PS , ETIENNE-CUMMINGS, R , TRAN, TD , VAN DER SPIEGEL, J , (2016) A FULLY INTEGRATED WIRELESS COMPRESSED SENSING NEURAL SIGNAL ACQUISITION SYSTEM FOR CHRONIC RECORDING AND BRAIN MACHINE INTERFACE.IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. VOL. 10. ISSUE 4. P. 874 -883 29 73% 0

Classes with closest relation at Level 1


Rank Class id link
1 8167 NEURAL PROBE//NEURAL ELECTRODE//NEURAL INTERFACE
2 36707 STIMULATION ARTIFACT//STIMULUS ARTIFACT//CLOSED LOOP NEUROPROSTHESES
3 8252 BRAIN MACHINE INTERFACE//ELECTROCORTICOGRAPHY//NEURAL DECODING
4 18670 DRY ELECTRODE//CAPACITIVE ELECTRODE//PHYS ELECT QUANTUM TECHNOL
5 16826 CUFF ELECTRODE//NERVE CUFF ELECTRODE//INTRAFASCICULAR ELECTRODES
6 7327 MICROELECTRODE ARRAY//MEMBRANE NEUROPHYS//MULTI ELECTRODE ARRAY
7 19245 FREQUENCY COMPENSATION//LOW DROPOUT REGULATOR//MULTISTAGE AMPLIFIERS
8 37200 BIOTELEMETRY AND PATIENT MONITORING//BLOOD PULSE PRESSURE//BME EDUCATION
9 30781 LEVEL CROSSING SAMPLING//CONTINUOUS TIME DIGITAL SIGNAL PROCESSING//ASYNCHRONOUS ADC
10 8150 RETINAL PROSTHESIS//VISUAL PROSTHESIS//RETINAL IMPLANT

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