Class information for:
Level 1: RANDOM IMPULSE TRAIN//GENERALIZED LAGUERRE VOLTERRA MODEL//POINT PROCESS INPUTS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
32495 138 35.9 48%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
74 3       AUTOMATION & CONTROL SYSTEMS//IEEE TRANSACTIONS ON AUTOMATIC CONTROL//AUTOMATICA 82579
1997 2             SYSTEM IDENTIFICATION//RECURSIVE IDENTIFICATION//HAMMERSTEIN SYSTEM 5536
32495 1                   RANDOM IMPULSE TRAIN//GENERALIZED LAGUERRE VOLTERRA MODEL//POINT PROCESS INPUTS 138

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 RANDOM IMPULSE TRAIN authKW 497861 2% 75% 3
2 GENERALIZED LAGUERRE VOLTERRA MODEL authKW 442544 1% 100% 2
3 POINT PROCESS INPUTS authKW 442544 1% 100% 2
4 VOLTERRA MODELING authKW 442544 1% 100% 2
5 VOLTERRA KERNELS authKW 283215 6% 16% 8
6 PRINCIPAL DYNAMIC MODES authKW 248927 2% 38% 3
7 ADULT COMPREHENS EPILEPSY PROGRAM address 221272 1% 100% 1
8 BIOMED ENGN BIOMED SIMULAT OURCE BMSR address 221272 1% 100% 1
9 BIOMIMETIC SIGNAL PROCESSING authKW 221272 1% 100% 1
10 BMES ERC address 221272 1% 100% 1

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 1311 25% 0% 34
2 Mathematical & Computational Biology 839 14% 0% 20
3 Neurosciences 349 30% 0% 42
4 Biology 184 11% 0% 15
5 Computer Science, Hardware & Architecture 101 5% 0% 7
6 Computer Science, Artificial Intelligence 91 7% 0% 10
7 Computer Science, Software Engineering 74 6% 0% 8
8 Biochemical Research Methods 21 5% 0% 7
9 Rehabilitation 20 3% 0% 4
10 Engineering, Electrical & Electronic 11 8% 0% 11

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 ADULT COMPREHENS EPILEPSY PROGRAM 221272 1% 100% 1
2 BIOMED ENGN BIOMED SIMULAT OURCE BMSR 221272 1% 100% 1
3 BMES ERC 221272 1% 100% 1
4 BRAIN BEHAV NEUROSCI MENTAL HLTH PROGRAM 221272 1% 100% 1
5 INFORMAT SCI ISI 221272 1% 100% 1
6 NEUROL SURGKECK HOSP 221272 1% 100% 1
7 RECH PHYSIOL INTEGRAT 221272 1% 100% 1
8 UNITE FORMAT RECH SCI LANGAGE HOMME SOC 221272 1% 100% 1
9 USC BIOMED SIMULAT OURCE 221272 1% 100% 1
10 VITERBI ENGN BIOMED SIMULAT OURCE 221272 1% 100% 1

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 JOURNAL OF INTEGRATIVE NEUROSCIENCE 15452 3% 2% 4
2 JOURNAL OF NEURAL ENGINEERING 6280 4% 0% 6
3 JOURNAL OF COMPUTATIONAL NEUROSCIENCE 5728 4% 1% 5
4 MATHEMATICAL BIOSCIENCES 3509 5% 0% 7
5 ANNALS OF BIOMEDICAL ENGINEERING 3255 6% 0% 8
6 IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2849 3% 0% 4
7 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2299 7% 0% 9
8 FRONTIERS IN NEURAL CIRCUITS 1294 1% 0% 2
9 JOURNAL OF BIOLOGICAL PHYSICS 1189 1% 0% 2
10 ACTA BIOTHEORETICA 1184 1% 0% 2

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 RANDOM IMPULSE TRAIN 497861 2% 75% 3 Search RANDOM+IMPULSE+TRAIN Search RANDOM+IMPULSE+TRAIN
2 GENERALIZED LAGUERRE VOLTERRA MODEL 442544 1% 100% 2 Search GENERALIZED+LAGUERRE+VOLTERRA+MODEL Search GENERALIZED+LAGUERRE+VOLTERRA+MODEL
3 POINT PROCESS INPUTS 442544 1% 100% 2 Search POINT+PROCESS+INPUTS Search POINT+PROCESS+INPUTS
4 VOLTERRA MODELING 442544 1% 100% 2 Search VOLTERRA+MODELING Search VOLTERRA+MODELING
5 VOLTERRA KERNELS 283215 6% 16% 8 Search VOLTERRA+KERNELS Search VOLTERRA+KERNELS
6 PRINCIPAL DYNAMIC MODES 248927 2% 38% 3 Search PRINCIPAL+DYNAMIC+MODES Search PRINCIPAL+DYNAMIC+MODES
7 BIOMIMETIC SIGNAL PROCESSING 221272 1% 100% 1 Search BIOMIMETIC+SIGNAL+PROCESSING Search BIOMIMETIC+SIGNAL+PROCESSING
8 BOHR BIOLOGICAL COMPLEMENTARITY 221272 1% 100% 1 Search BOHR+BIOLOGICAL+COMPLEMENTARITY Search BOHR+BIOLOGICAL+COMPLEMENTARITY
9 BRAIN BRAIN 221272 1% 100% 1 Search BRAIN+BRAIN Search BRAIN+BRAIN
10 CA1 LOCAL CIRCUIT 221272 1% 100% 1 Search CA1+LOCAL+CIRCUIT Search CA1+LOCAL+CIRCUIT

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 MARMARELIS, VZ , ZANOS, TP , BERGER, TW , (2009) BOOLEAN MODELING OF NEURAL SYSTEMS WITH POINT-PROCESS INPUTS AND OUTPUTS. PART I: THEORY AND SIMULATIONS.ANNALS OF BIOMEDICAL ENGINEERING. VOL. 37. ISSUE 8. P. 1654 -1667 11 61% 2
2 MARMARELIS, VZ , SHIN, DC , SONG, D , HAMPSON, RE , DEADWYLER, SA , BERGER, TW , (2014) ON PARSING THE NEURAL CODE IN THE PREFRONTAL CORTEX OF PRIMATES USING PRINCIPAL DYNAMIC MODES.JOURNAL OF COMPUTATIONAL NEUROSCIENCE. VOL. 36. ISSUE 3. P. 321-337 18 30% 6
3 MARMARELIS, VZ , SHIN, DC , HAMPSON, RE , DEADWYLER, SA , SONG, D , BERGER, TW , (2012) DESIGN OF OPTIMAL STIMULATION PATTERNS FOR NEURONAL ENSEMBLES BASED ON VOLTERRA-TYPE HIERARCHICAL MODELING.JOURNAL OF NEURAL ENGINEERING. VOL. 9. ISSUE 6. P. - 12 41% 4
4 DEADWYLER, SA , HAMPSON, RE , SONG, D , OPRIS, L , GERHARDT, GA , MARMARELIS, VZ , BERGER, TW , (2017) A COGNITIVE PROSTHESIS FOR MEMORY FACILITATION BY CLOSED-LOOP FUNCTIONAL ENSEMBLE STIMULATION OF HIPPOCAMPAL NEURONS IN PRIMATE BRAIN.EXPERIMENTAL NEUROLOGY. VOL. 287. ISSUE . P. 452 -460 13 34% 0
5 BERGER, TW , SONG, D , CHAN, RHM , MARMARELIS, VZ , (2010) THE NEUROBIOLOGICAL BASIS OF COGNITION: IDENTIFICATION BY MULTI-INPUT, MULTIOUTPUT NONLINEAR DYNAMIC MODELING.PROCEEDINGS OF THE IEEE. VOL. 98. ISSUE 3. P. 356-374 13 35% 15
6 SANDLER, RA , DEADWYLER, SA , HAMPSON, RE , SONG, D , BERGER, TW , MARMARELIS, VZ , (2015) SYSTEM IDENTIFICATION OF POINT-PROCESS NEURAL SYSTEMS USING PROBABILITY BASED VOLTERRA KERNELS.JOURNAL OF NEUROSCIENCE METHODS. VOL. 240. ISSUE . P. 179 -192 13 33% 0
7 HAMPSON, RE , SONG, D , OPRIS, I , SANTOS, LM , SHIN, DC , GERHARDT, GA , MARMARELIS, VZ , BERGER, TW , DEADWYLER, SA , (2013) FACILITATION OF MEMORY ENCODING IN PRIMATE HIPPOCAMPUS BY A NEUROPROSTHESIS THAT PROMOTES TASK-SPECIFIC NEURAL FIRING.JOURNAL OF NEURAL ENGINEERING. VOL. 10. ISSUE 6. P. - 13 31% 13
8 LI, WXY , CHEUNG, RCC , XIN, Y , SONG, D , BERGER, TW , (2016) AN FPGA-BASED HIGH-PERFORMANCE NEURAL ENSEMBLE SPIKING ACTIVITY SIMULATOR UTILIZING GENERALIZED VOLTERRA KERNEL AND COMPLEXITY ANALYSIS.JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS. VOL. 25. ISSUE 1. P. - 8 50% 0
9 MARMARELIS, VZ , SHIN, DC , SONG, D , HAMPSON, RE , DEADWYLER, SA , BERGER, TW , (2013) NONLINEAR MODELING OF DYNAMIC INTERACTIONS WITHIN NEURONAL ENSEMBLES USING PRINCIPAL DYNAMIC MODES.JOURNAL OF COMPUTATIONAL NEUROSCIENCE. VOL. 34. ISSUE 1. P. 73-87 17 20% 6
10 GHADERI, VS , SONG, D , CHOMA, J , BERGER, TW , (2015) NONLINEAR COGNITIVE SIGNAL PROCESSING IN ULTRALOW-POWER PROGRAMMABLE ANALOG HARDWARE.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS. VOL. 62. ISSUE 2. P. 124 -128 5 63% 2

Classes with closest relation at Level 1


Rank Class id link
1 15245 VOLTERRA SERIES//NONLINEAR OUTPUT FREQUENCY RESPONSE FUNCTION//HIGHER ORDER FREQUENCY RESPONSE FUNCTIONS
2 36193 AG UMWELTETH//BEING FOR ITSELF//BEING FOR OTHER
3 30339 MINICOLUMNS//NEUROANAT COGNIT GRP//GOTTFRIED GISELA KOLB ENDOWED CHAIR PSYCHIAT
4 17890 SUBICULUM//PARAHIPPOCAMPAL REGION//ENTORHINAL CORTEX
5 8252 BRAIN MACHINE INTERFACE//ELECTROCORTICOGRAPHY//NEURAL DECODING
6 21143 CUPIENNIUS SALEI//SLIT SENSILLA//STRETCH RECEPTOR
7 34420 OPICINUS DE CANISTRIS//SPECIALIZED HLTH PSYCHOL//ANALYTISCHE PSYCHOLOGIE
8 31530 INT GRP CHAOS STUDIES//INDUCTIVE TURING MACHINE//SUPER RECURSIVE ALGORITHMS
9 36713 CHAOS COMPUTING//ANALOG ELECTRONIC//DYNAMICS BASED COMPUTING
10 35057 ROOT TO SHOOT COMMUNICATIONS//NON GENETIC INFORMATION//ADAPTIVE DETERMINISM

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