210 citations · 528 across the 5 of their papers we have counts for
5 papers
Enhancing efficiency of object recognition in different categorization levels by reinforcement learning in modular spiking neural networks
Fatemeh Sharifizadeh, Mohammad Ganjtabesh, Abbas Nowzari-Dalini
The human visual system contains a hierarchical sequence of modules that take part in visual perception at superordinate, basic, and subordinate categorization levels. During the l…
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron
Milad Mozafari, Mohammad Ganjtabesh, Abbas Nowzari-Dalini +1
Application of deep convolutional spiking neural networks (SNNs) to artificial intelligence (AI) tasks has recently gained a lot of interest since SNNs are hardware-friendly and en…
Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks
Milad Mozafari, Mohammad Ganjtabesh, Abbas Nowzari-Dalini +2
The primate visual system has inspired the development of deep artificial neural networks, which have revolutionized the computer vision domain. Yet these networks are much less en…
First-spike based visual categorization using reward-modulated STDP
Milad Mozafari, Saeed Reza Kheradpisheh, Timothée Masquelier +2
Reinforcement learning (RL) has recently regained popularity, with major achievements such as beating the European game of Go champion. Here, for the first time, we show that RL ca…
Generation, Ranking and Unranking of Ordered Trees with Degree Bounds
Mahdi Amani, Abbas Nowzari-Dalini
We study the problem of generating, ranking and unranking of unlabeled ordered trees whose nodes have maximum degree of . This class of trees represents a generalization of chem…