Back

Numerical reproduction of the Sherrington-Adrian observations through a community of McCulloch-Pitts neurons with plastic remodelling

Irastorza Valera, L.; Benitez Baena, J. M.; Montans, F.; Saucedo-Mora, L.

2023-12-07 bioengineering
10.1101/2023.12.05.570084 bioRxiv
Show abstract

Neurons form a highly complex network that produces cognition from simple associative rules. From previous results, this work shows the natural capability of the numerical network produced to modulate the output signal with independence of the intensity of the stimuli. Moreover, the plastic remodelling implemented in the model is capable to change the latency of a wide range of stimuli to synchronize them and adjust to a required delay of the signal.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
PLOS ONE
● 4510 papers in training set
Top 13%
14.5%
2
Neurocomputing
○ 13 papers in training set
Top 0.1%
12.4%
3
Chaos, Solitons & Fractals
○ 32 papers in training set
Top 0.1%
10.2%
4
Frontiers in Computational Neuroscience
○ 53 papers in training set
Top 0.3%
6.9%
5
Scientific Reports
○ 3102 papers in training set
Top 17%
6.4%
50% of probability mass above
6
Biosystems
○ 18 papers in training set
Top 0.1%
4.3%
7
PLOS Computational Biology
● 1633 papers in training set
Top 11%
2.9%
8
Computers in Biology and Medicine
○ 120 papers in training set
Top 1%
2.6%
9
Frontiers in Neuroscience
○ 223 papers in training set
Top 3%
1.9%
10
International Journal for Numerical Methods in Biomedical Engineering
○ 12 papers in training set
Top 0.1%
1.8%
11
IEEE Access
● 31 papers in training set
Top 0.4%
1.7%
12
IEEE Transactions on Neural Systems and Rehabilitation Engineering
● 40 papers in training set
Top 0.4%
1.7%
13
Frontiers in Physiology
○ 93 papers in training set
Top 3%
1.7%
14
Royal Society Open Science
● 193 papers in training set
Top 2%
1.5%
15
Network Neuroscience
● 116 papers in training set
Top 0.9%
1.0%
16
Nonlinear Dynamics
○ 10 papers in training set
Top 0.4%
0.9%
17
Bioengineering
○ 24 papers in training set
Top 1%
0.8%
18
Heliyon
○ 146 papers in training set
Top 6%
0.8%
19
Biological Cybernetics
○ 12 papers in training set
Top 0.2%
0.8%
20
Computational and Structural Biotechnology Journal
● 216 papers in training set
Top 9%
0.8%
21
PeerJ
◐ 261 papers in training set
Top 15%
0.8%
22
Mathematical Biosciences
○ 42 papers in training set
Top 1%
0.7%
23
JMIR Public Health and Surveillance
◐ 45 papers in training set
Top 4%
0.6%
24
SoftwareX
○ 15 papers in training set
Top 0.5%
0.6%
25
npj Systems Biology and Applications
○ 99 papers in training set
Top 3%
0.5%
26
Journal of Biomechanical Engineering
● 17 papers in training set
Top 0.5%
0.5%
27
Journal of Biosciences
○ 12 papers in training set
Top 0.3%
0.5%
28
Biomedical Signal Processing and Control
○ 18 papers in training set
Top 0.7%
0.5%
29
Communications Biology
○ 886 papers in training set
Top 32%
0.5%
30
Frontiers in Physics
○ 20 papers in training set
Top 1%
0.5%