Modeling rhythmic patterns in the hippocampus.

Improving the Izhikevich Model Based on Rat Basolateral Amygdala and Hippocampus Neurons, and Recognizing Their Possible Firing Patterns

Introduction: Identifying the potential firing patterns following different brain regions under normal and abnormal conditions increases our understanding of events at the level of neural interactions in the brain. Furthermore, it is important to be capable of modeling the potential neural activities to build precise artificial neural networks. The Izhikevich model is one of the simplest biolog...

The cellular basis of rhythmic activity patterns occurring in the CA1 region of the hippocampus

Rhythmic Pattern Modeling for Beat and Downbeat Tracking in Musical Audio

Rhythmic patterns are an important structural element in music. This paper investigates the use of rhythmic pattern modeling to infer metrical structure in musical audio recordings. We present a Hidden Markov Model (HMM) based system that simultaneously extracts beats, downbeats, tempo, meter, and rhythmic patterns. Our model builds upon the basic structure proposed by Whiteley et. al [20], whi...

Beat and Downbeat Tracking Based on Rhythmic Patterns Applied to the Uruguayan Candombe Drumming

Computational analysis of the rhythmic/metrical structure of music from recorded audio is a hot research topic in music information retrieval. Recent research has explored the explicit modeling of characteristic rhythmic patterns as a way to improve upon existing beat-tracking algorithms, which typically fail on dealing with syncopated or polyrhythmic music. This work takes the Uruguayan Candom...

The Role of Rhythmic Neural Synchronization in Rest and Task Conditions

Rhythmic neural synchronization is found throughout the brain during many different tasks and even at rest. Beyond their underlying mechanisms, the question of their role is still controversial. Modeling can bring insight on this difficult question. We review here our recent modeling results concerning this issue in different situations. During rest, we show how local rhythmic synchrony can ind...