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Spike timing neural model of motion perception and decision making
PD Koprinkova-Hristova, N Bocheva… - Frontiers in …, 2019 - frontiersin.org
The paper presents a hierarchical spike timing neural network model developed in NEST
simulator aimed to reproduce human decision making in simplified simulated visual …
simulator aimed to reproduce human decision making in simplified simulated visual …
Brain-inspired spike timing model of dynamic visual information perception and decision making with STDP and reinforcement learning
P Koprinkova-Hristova, N Bocheva - International Conference on Machine …, 2020 - Springer
The paper presents a brain-inspired spike timing neural network model of dynamic visual
information processing and decision making implemented in the NEST simulator. It consists …
information processing and decision making implemented in the NEST simulator. It consists …
Spike timing neural model of eye movement motor response with reinforcement learning
P Koprinkova-Hristova, N Bocheva - … 13th Annual Meeting of the Bulgarian …, 2021 - Springer
The paper presents a hierarchical spike timing neural network model developed in NEST
simulator that aims to reproduce the eye movements' behavior of humans during decision …
simulator that aims to reproduce the eye movements' behavior of humans during decision …
A chaotic multilayer LIF scheme to model the primary visual cortex
N Abolpour, R Boostani… - Biomedical …, 2021 - World Scientific
Precise mathematical modeling of the primary visual cortex (V1) is still a challenging
problem. Due to the high similarity of visual system of cat and human, in this paper, we …
problem. Due to the high similarity of visual system of cat and human, in this paper, we …
Research on Artificial Neural Networks in Bulgarian Academy of Sciences
P Koprinkova-Hristova - Research in Computer Science in the Bulgarian …, 2021 - Springer
The paper presents a review of research on Artificial Neural Networks (ANNs) done by
scientists from the Bulgarian Academy of Sciences (BAS). It summarizes mainly papers …
scientists from the Bulgarian Academy of Sciences (BAS). It summarizes mainly papers …
Age-related Spike Timing Dependent Plasticity of Brain-inspired Model of Visual Information Processing with Reinforcement Learning
P Koprinkova-Hristova… - 2020 15th Conference on …, 2020 - ieeexplore.ieee.org
The paper summarizes our efforts to develop a spike timing neural network model of
dynamic visual information processing and decision making inspired by the available …
dynamic visual information processing and decision making inspired by the available …
In-silico Investigation of Human Visual System
P Koprinkova-Hristova, S Nedelcheva… - … on Bioinformatics and …, 2020 - Springer
The paper presents in-silico investigations of the effects of brain lesions in different parts of
human visual system. For this aim, a hierarchical spike timing neural network model …
human visual system. For this aim, a hierarchical spike timing neural network model …