8 citations · 11 across the 4 of their papers we have counts for
4 papers
Integration of Contrastive Predictive Coding and Spiking Neural Networks
Emirhan Bilgiç, Neslihan Serap Şengör, Namık Berk Yalabık +3
This study examines the integration of Contrastive Predictive Coding (CPC) with Spiking Neural Networks (SNN). While CPC learns the predictive structure of data to generate meaning…
Bio-realistic Neural Network Implementation on Loihi 2 with Izhikevich Neurons
Recep Buğra Uludağ, Serhat Çağdaş, Yavuz Selim İşler +2
In this paper, we presented a bio-realistic basal ganglia neural network and its integration into Intel's Loihi neuromorphic processor to perform simple Go/No-Go task. To incorpora…
A computational model describing the interplay of basal ganglia and subcortical background oscillations during working memory processes
Utku Çelikok, Eva M. Navarro-López, Neslihan S. Şengör
Working memory is responsible for the temporary manipulation and storage of information to support reasoning, learning and comprehension in the human brain. Background oscillations…
A computational model revealing the effect of dopamine on action selection
Neslihan Serap Şengör, Özkan Karabacak
In order to reveal the effect of nigrostriatal dopamine system on action selection, first a computational model of the cortex-basal ganglia-thalamus loop is proposed and based on t…