Class information for:
Level 1: STDP//SPIKE TIMING DEPENDENT PLASTICITY//SPIKING NEURAL NETWORKS

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
7752 1253 40.3 70%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
530 14104 NEURAL COMPUTATION//JOURNAL OF COMPUTATIONAL NEUROSCIENCE//FRONTIERS IN COMPUTATIONAL NEUROSCIENCE

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 STDP Author keyword 47 44% 6% 81
2 SPIKE TIMING DEPENDENT PLASTICITY Author keyword 37 42% 5% 67
3 SPIKING NEURAL NETWORKS Author keyword 25 33% 5% 61
4 SPIKE TIMING DEPENDENT SYNAPTIC PLASTICITY Author keyword 12 75% 1% 9
5 SPIKING NEURAL NETWORK Author keyword 12 27% 3% 36
6 SPIKE TIMING DEPENDENT PLASTICITY STDP Author keyword 10 41% 2% 19
7 SPIKING NEURONS Author keyword 7 17% 3% 38
8 BCCN MUNICH Address 7 57% 1% 8
9 RECURRENT NEURONAL NETWORK Author keyword 7 67% 0% 6
10 IZHIKEVICH Author keyword 6 80% 0% 4

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 STDP 47 44% 6% 81 Search STDP Search STDP
2 SPIKE TIMING DEPENDENT PLASTICITY 37 42% 5% 67 Search SPIKE+TIMING+DEPENDENT+PLASTICITY Search SPIKE+TIMING+DEPENDENT+PLASTICITY
3 SPIKING NEURAL NETWORKS 25 33% 5% 61 Search SPIKING+NEURAL+NETWORKS Search SPIKING+NEURAL+NETWORKS
4 SPIKE TIMING DEPENDENT SYNAPTIC PLASTICITY 12 75% 1% 9 Search SPIKE+TIMING+DEPENDENT+SYNAPTIC+PLASTICITY Search SPIKE+TIMING+DEPENDENT+SYNAPTIC+PLASTICITY
5 SPIKING NEURAL NETWORK 12 27% 3% 36 Search SPIKING+NEURAL+NETWORK Search SPIKING+NEURAL+NETWORK
6 SPIKE TIMING DEPENDENT PLASTICITY STDP 10 41% 2% 19 Search SPIKE+TIMING+DEPENDENT+PLASTICITY+STDP Search SPIKE+TIMING+DEPENDENT+PLASTICITY+STDP
7 SPIKING NEURONS 7 17% 3% 38 Search SPIKING+NEURONS Search SPIKING+NEURONS
8 RECURRENT NEURONAL NETWORK 7 67% 0% 6 Search RECURRENT+NEURONAL+NETWORK Search RECURRENT+NEURONAL+NETWORK
9 IZHIKEVICH 6 80% 0% 4 Search IZHIKEVICH Search IZHIKEVICH
10 LARGE SCALE SPIKING NEURAL NETWORKS 6 100% 0% 4 Search LARGE+SCALE+SPIKING+NEURAL+NETWORKS Search LARGE+SCALE+SPIKING+NEURAL+NETWORKS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ASYMMETRIC HEBBIAN PLASTICITY 109 92% 4% 44
2 TIMING DEPENDENT PLASTICITY 63 30% 14% 175
3 HEBBIAN PLASTICITY 42 72% 3% 33
4 STDP 31 63% 2% 31
5 2 COINCIDENCE DETECTORS 28 81% 1% 17
6 MODELING LARGE NETWORKS 18 89% 1% 8
7 SPIKING NEURONS 13 13% 7% 91
8 EVENT DRIVEN SIMULATION 12 50% 1% 17
9 MULTISPIKE INTERACTIONS 11 100% 0% 6
10 COMPUTATIONAL CONSEQUENCES 11 69% 1% 9

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 FRONTIERS IN NEUROINFORMATICS 3 13% 2% 20

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
The Spike-Timing Dependence of Plasticity 2012 80 136 46%
Spike timing-dependent plasticity: A Hebbian learning rule 2008 329 145 27%
Simulation of networks of spiking neurons: A review of tools and strategies 2007 171 87 45%
Spike timing-dependent plasticity of neural circuits 2004 350 88 34%
Hybrid spiking models 2010 30 7 71%
Spike timing-dependent plasticity: From synapse to perception 2006 244 109 28%
Simulating spiking neural networks on GPU 2012 11 16 50%
Synaptic plasticity: taming the beast 2000 671 43 35%
STDP in recurrent neuronal networks 2010 10 88 78%
On the design of script languages for neural simulation 2012 1 1 100%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BCCN MUNICH 7 57% 0.6% 8
2 PHYS T35 5 39% 0.9% 11
3 KNOWLEDGE ENGN DISCOVERY 5 25% 1.4% 17
4 INM 6 4 67% 0.3% 4
5 KEDRI 4 38% 0.6% 8
6 FUNCT NEURAL CIRCUITS GRP 3 57% 0.3% 4
7 NEURAL EMERGENT SYST 3 37% 0.6% 7
8 NEUROHEURIST 3 26% 0.7% 9
9 NEURAL CIRCUIT THEORY 2 20% 0.8% 10
10 KOLB ANNEX 2 67% 0.2% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000210215 ADDRESS EVENT REPRESENTATION AER//NEUROMORPHIC ENGINEERING//EVENT BASED VISION
2 0.0000192239 NEURAL COMPUTATION//SYNFIRE CHAIN//THE INTEGRATE AND FIRE MODEL
3 0.0000190251 RESERVOIR COMPUTING//ECHO STATE NETWORK//LIQUID STATE MACHINE
4 0.0000148545 SYNAPTIC INTEGRATION//DNIPROPETROVSK//METRICAL ASYMMETRY
5 0.0000121557 PULSE COUPLED NETWORK//SPIKING OSCILLATOR//BIFURCATING NEURON
6 0.0000116820 LONG RANGE TEMPORAL CORRELATIONS//SECT CRIT BRAIN DYNAM//ONGOING OSCILLATIONS
7 0.0000105757 LONG TERM POTENTIATION//LONG TERM DEPRESSION//DEPOTENTIATION
8 0.0000079369 GAMMA OSCILLATION//STOCHASTIC SPIKING COHERENCE//PHASE RESETTING CURVES
9 0.0000071276 ORIENTATION SELECTIVITY//SIMPLE CELL//ORIENTATION TUNING
10 0.0000069248 ASSOCIATIVE MEMORY//HOPFIELD MODEL//SCSNA