With the growth of neural network size, model compression has attracted increasing interest in recent research. As one most common techniques, pruning been studied for a long time. By exploiting structured sparsity network, existing methods can prune neurons instead individual weights. However, methods, surviving are randomly connected without any structure, and non-zero weights within each neu...

Background and Objective: Deprenyl is a drug for the treatment of Parkinson’s disease, where the dopaminergic neurons are the target of this drug. Several reports also documented that deprenyl has an effect on the sensory and motor neurons. There are some reports about the mode of action of deprenyl on m...

background: bone marrow stromal cells (bmsc) are used as a source for cell therapy in different model for neurological disorder such as stroke and spinal cord injury. however, the transdifferentiation of bmsc into cholinergic phenotype requires more investigation. methods: bmsc were isolated from adult rats, pre-induced with β-mercaptoethanol (bme) and followed by nerve growth factor (ngf) indu...

Post-transcriptional modifications (PTMs) of RNA represent an understudied mechanism involved in the regulation translation central nervous system (CNS). Recent evidence has linked specific neuronal to learning and memory paradigms. Unfortunately, conventional methods for detection these epitranscriptomic features are only capable characterizing highly abundant bulk tissues, precluding assessme...

Spiking neuron network (SNN) attaches much attention to researchers in neuromorphic engineering and brain-like computing because of its advantages Spatio-temporal dynamics, diverse coding mechanisms, event-driven properties. This paper is a review SNN order help from other areas know became familiar with the field or even interested SNN. Neuron models, methods, training algorithms, platforms wi...

Spintronic artificial spiking neurons are promising due to their ability closely mimic the leaky integrate-and-fire (LIF) dynamics of biological LIF neuron. However, neuron needs be reset after firing. Few spintronic that have been proposed in literature discuss process detail. In this article, we various schemes achieve a magnetic domain wall (DW)-based which position DW represents membrane po...

Astrocyte cells form the largest cell population in brain and can influence neuron behavior. These provide appropriate feedback control regulating neuronal activities Central Nervous System (CNS). This paper presents a set of equations as model to describe interactions between neurons astrocyte. A VHDL–AMS-based tripartite synapse that includes pre-synaptic neuron, synaptic terminal, post-synap...