Class information for:
Level 2: NEURAL COMPUTATION//JOURNAL OF COMPUTATIONAL NEUROSCIENCE//SPIKING NEURAL NETWORKS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
481 15752 39.5 69%


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
11 4 NEUROSCIENCES//CLINICAL NEUROLOGY//NEUROL 1112395
338 3       EEG//ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA//BRAIN COMPUTER INTERFACE 37207
481 2             NEURAL COMPUTATION//JOURNAL OF COMPUTATIONAL NEUROSCIENCE//SPIKING NEURAL NETWORKS 15752
1444 1                   NEURAL COMPUTATION//SYNFIRE CHAIN//SPIKE TRAIN 2662
3131 1                   COHERENCE RESONANCE//SYNCHRONIZATION TRANSITION//BURSTING 2058
3303 1                   GAMMA OSCILLATIONS//40 HZ//GAMMA BAND ACTIVITY 2016
4343 1                   KURAMOTO MODEL//AMPLITUDE DEATH//COUPLED OSCILLATORS 1801
6586 1                   SYNAPTIC INTEGRATION//DENDRITIC INTEGRATION//DENDRITE 1467
7990 1                   VISION CHIP//ADDRESS EVENT REPRESENTATION AER//NEUROMORPHIC ENGINEERING 1305
9679 1                   STDP//SPIKE TIMING DEPENDENT PLASTICITY//SPIKING NEURAL NETWORKS 1131
12196 1                   NEURAL MASS MODEL//NEURAL FIELD//NEURAL FIELD THEORY 925
16158 1                   PULSE COUPLED OSCILLATORS//PHASE RESETTING CURVES//PHASE RESPONSE CURVE 670
17276 1                   FIRST PASSAGE TIME//BOUNDARY CROSSING PROBABILITY//STOCHASTIC DIFFUSION PROCESS 608
22584 1                   ECHO STATE NETWORK//RESERVOIR COMPUTING//LIQUID STATE MACHINE 376
24307 1                   SECT CRIT BRAIN DYNAM//LONG RANGE TEMPORAL CORRELATIONS//NEURONAL AVALANCHES 316
25430 1                   NEURAL SIMULATOR//FRONTIERS IN NEUROINFORMATICS//ADV SIMULATJULICH AACHEN ALLIANCE 282
32712 1                   BRAIN INFORMAT PROC COGNIT NEURODYNAM//AVERAGE NUMBER DENSITY//COGNIT NEURODYNAM 135

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 NEURAL COMPUTATION journal 371664 4% 28% 695
2 JOURNAL OF COMPUTATIONAL NEUROSCIENCE journal 238661 2% 36% 345
3 SPIKING NEURAL NETWORKS authKW 237548 1% 73% 168
4 SPIKING NEURONS authKW 215968 1% 66% 170
5 GAMMA OSCILLATIONS authKW 178549 1% 46% 199
6 FRONTIERS IN COMPUTATIONAL NEUROSCIENCE journal 130102 2% 28% 239
7 KURAMOTO MODEL authKW 128994 1% 77% 86
8 STDP authKW 120377 1% 62% 101
9 SYNCHRONIZATION authKW 118565 4% 10% 645
10 INTEGRATE AND FIRE NEURON authKW 109309 0% 73% 77

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 Neurosciences 78985 42% 1% 6561
2 Physics, Mathematical 46854 16% 1% 2472
3 Computer Science, Artificial Intelligence 43271 14% 1% 2223
4 Mathematical & Computational Biology 35484 9% 1% 1410
5 Physics, Fluids & Plasmas 18489 9% 1% 1392
6 Computer Science, Cybernetics 11872 3% 2% 417
7 Physics, Multidisciplinary 8743 12% 0% 1936
8 Mathematics, Applied 3857 7% 0% 1179
9 Physiology 3373 6% 0% 946
10 Mathematics, Interdisciplinary Applications 1931 3% 0% 469

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 THEORET NEUROSCI 52444 1% 34% 79
2 NEUROINFORMAT 43987 1% 11% 205
3 COMPUTAT NEUROSCI 39605 1% 26% 80
4 BRAIN DYNAM 38478 1% 21% 94
5 NEUROPHYS PHYSIOL 36120 0% 43% 43
6 NEUROSCI MED INM 6 34437 0% 57% 31
7 COGNIT NEURODYNAM 31445 0% 51% 32
8 UPR 2191 30548 0% 53% 30
9 MED BIOTECH 29873 0% 86% 18
10 SECT CRIT BRAIN DYNAM 28440 0% 64% 23

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 NEURAL COMPUTATION 371664 4% 28% 695
2 JOURNAL OF COMPUTATIONAL NEUROSCIENCE 238661 2% 36% 345
3 FRONTIERS IN COMPUTATIONAL NEUROSCIENCE 130102 2% 28% 239
4 BIOLOGICAL CYBERNETICS 87283 2% 12% 370
5 NEUROCOMPUTING 62000 4% 6% 557
6 PHYSICAL REVIEW E 53572 8% 2% 1227
7 NETWORK-COMPUTATION IN NEURAL SYSTEMS 48906 1% 21% 120
8 CHAOS 43440 2% 8% 287
9 NEURAL NETWORKS 39924 2% 8% 256
10 COGNITIVE NEURODYNAMICS 36785 1% 22% 87

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 SPIKING NEURAL NETWORKS 237548 1% 73% 168 Search SPIKING+NEURAL+NETWORKS Search SPIKING+NEURAL+NETWORKS
2 SPIKING NEURONS 215968 1% 66% 170 Search SPIKING+NEURONS Search SPIKING+NEURONS
3 GAMMA OSCILLATIONS 178549 1% 46% 199 Search GAMMA+OSCILLATIONS Search GAMMA+OSCILLATIONS
4 KURAMOTO MODEL 128994 1% 77% 86 Search KURAMOTO+MODEL Search KURAMOTO+MODEL
5 STDP 120377 1% 62% 101 Search STDP Search STDP
6 SYNCHRONIZATION 118565 4% 10% 645 Search SYNCHRONIZATION Search SYNCHRONIZATION
7 INTEGRATE AND FIRE NEURON 109309 0% 73% 77 Search INTEGRATE+AND+FIRE+NEURON Search INTEGRATE+AND+FIRE+NEURON
8 SPIKE TIMING DEPENDENT PLASTICITY 108995 1% 57% 99 Search SPIKE+TIMING+DEPENDENT+PLASTICITY Search SPIKE+TIMING+DEPENDENT+PLASTICITY
9 VISION CHIP 108173 0% 76% 74 Search VISION+CHIP Search VISION+CHIP
10 NEUROMORPHIC ENGINEERING 91654 0% 72% 66 Search NEUROMORPHIC+ENGINEERING Search NEUROMORPHIC+ENGINEERING

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 RODRIGUES, FA , PERON, TKDM , JI, P , KURTHS, J , (2016) THE KURAMOTO MODEL IN COMPLEX NETWORKS.PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS. VOL. 610. ISSUE . P. 1 -98 210 59% 28
2 WANG, XJ , (2010) NEUROPHYSIOLOGICAL AND COMPUTATIONAL PRINCIPLES OF CORTICAL RHYTHMS IN COGNITION.PHYSIOLOGICAL REVIEWS. VOL. 90. ISSUE 3. P. 1195 -1268 385 39% 523
3 PANAGGIO, MJ , ABRAMS, DM , (2015) CHIMERA STATES: COEXISTENCE OF COHERENCE AND INCOHERENCE IN NETWORKS OF COUPLED OSCILLATORS.NONLINEARITY. VOL. 28. ISSUE 3. P. R67 -R87 67 92% 89
4 ACEBRON, JA , BONILLA, LL , VICENTE, CJP , RITORT, F , SPIGLER, R , (2005) THE KURAMOTO MODEL: A SIMPLE PARADIGM FOR SYNCHRONIZATION PHENOMENA.REVIEWS OF MODERN PHYSICS. VOL. 77. ISSUE 1. P. 137 -185 111 66% 1002
5 DOIRON, B , LITWIN-KUMAR, A , ROSENBAUM, R , OCKER, GK , JOSIC, K , (2016) THE MECHANICS OF STATE-DEPENDENT NEURAL CORRELATIONS.NATURE NEUROSCIENCE. VOL. 19. ISSUE 3. P. 383 -393 101 69% 9
6 BURKITT, AN , (2006) A REVIEW OF THE INTEGRATE-AND-FIRE NEURON MODEL: I. HOMOGENEOUS SYNAPTIC INPUT.BIOLOGICAL CYBERNETICS. VOL. 95. ISSUE 1. P. 1 -19 100 94% 258
7 KOHN, A , COEN-CAGLI, R , KANITSCHEIDER, I , POUGET, A , (2016) CORRELATIONS AND NEURONAL POPULATION INFORMATION.ANNUAL REVIEW OF NEUROSCIENCE, VOL 39. VOL. 39. ISSUE . P. 237 -256 93 80% 5
8 ZENKE, F , GERSTNER, W , (2017) HEBBIAN PLASTICITY REQUIRES COMPENSATORY PROCESSES ON MULTIPLE TIMESCALES.PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES. VOL. 372. ISSUE 1715. P. - 66 53% 4
9 SJOSTROM, PJ , RANCZ, EA , ROTH, A , HAUSSER, M , (2008) DENDRITIC EXCITABILITY AND SYNAPTIC PLASTICITY.PHYSIOLOGICAL REVIEWS. VOL. 88. ISSUE 2. P. 769 -840 252 31% 254
10 ALMOG, M , KORNGREEN, A , (2016) IS REALISTIC NEURONAL MODELING REALISTIC?.JOURNAL OF NEUROPHYSIOLOGY. VOL. 116. ISSUE 5. P. 2180 -2209 152 55% 1

Classes with closest relation at Level 2


Rank Class id link
1 3600 NEUROQUANTOLOGY//COMPUTAT NEURODYNAM//MACHINE CONSCIOUSNESS
2 1288 STOCHASTIC RESONANCE//BISTABLE SYSTEM//BROWNIAN MOTORS
3 219 CHAOS//CHAOTIC SYSTEM//INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS
4 316 REELIN//NEUROSCIENCES//JOURNAL OF COMPARATIVE NEUROLOGY
5 1586 RETINAL PROSTHESIS//FUNCTIONAL ELECTRICAL STIMULATION//VISUAL PROSTHESIS
6 358 EEG//BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI
7 86 VISION RESEARCH//JOURNAL OF VISION//PERCEPTION
8 695 IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS
9 960 OCTOPAMINE//JOURNAL OF COMPARATIVE PHYSIOLOGY A-NEUROETHOLOGY SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY//STOMATOGASTRIC GANGLION
10 891 POSTSYNAPTIC DENSITY//LONG TERM POTENTIATION//SYNAPTIC PLASTICITY

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