Constant sub-second cycling between representations of possible futures in the hippocampus
Cognitive faculties such as imagination, planning, and decision-making entail the ability to
represent hypothetical experience. Crucially, animal behavior in natural settings implies that …
represent hypothetical experience. Crucially, animal behavior in natural settings implies that …
Clusterless decoding of position from multiunit activity using a marked point process filter
Point process filters have been applied successfully to decode neural signals and track
neural dynamics. Traditionally these methods assume that multiunit spiking activity has …
neural dynamics. Traditionally these methods assume that multiunit spiking activity has …
Detection of alteration zones using the Dirichlet process Stick-Breaking model-based clustering algorithm to hyperion data: the case study of Kuh-Panj porphyry …
M Yousefi, SH Tabatabaei, R Rikhtehgaran… - Geocarto …, 2022 - Taylor & Francis
Detection of hydrothermal alteration zones (HAZs) associated with porphyry copper systems
using remote sensing imagery is a crucial stage for discovering high potential zone of ore …
using remote sensing imagery is a crucial stage for discovering high potential zone of ore …
Complementary spatial firing in place cell–interneuron pairs
B Hangya, Y Li, RU Muller… - The Journal of physiology, 2010 - Wiley Online Library
The hippocampal formation plays a pivotal role in representing the physical environment.
While CA1 pyramidal cells display sharply tuned location‐specific firing, the activity of many …
While CA1 pyramidal cells display sharply tuned location‐specific firing, the activity of many …
Rapid classification of hippocampal replay content for real-time applications
Sharp-wave ripple (SWR) events in the hippocampus replay millisecond-timescale patterns
of place cell activity related to the past experience of an animal. Interrupting SWR events …
of place cell activity related to the past experience of an animal. Interrupting SWR events …
A point-process matched filter for event detection and decoding from population spike trains
Objective. Information encoding in neurons can be described through their response fields.
The spatial response field of a neuron is the region of space in which a sensory stimulus or a …
The spatial response field of a neuron is the region of space in which a sensory stimulus or a …
A comparison study of point-process filter and deep learning performance in estimating rat position using an ensemble of place cells
The emergence of deep learning techniques has provided new tools for the analysis of
complex data in the field of neuroscience. In parallel, advanced statistical approaches like …
complex data in the field of neuroscience. In parallel, advanced statistical approaches like …
Real-time point process filter for multidimensional decoding problems using mixture models
There is an increasing demand for a computationally efficient and accurate point process
filter solution for real-time decoding of population spiking activity in multidimensional …
filter solution for real-time decoding of population spiking activity in multidimensional …
Estimating a dynamic state to relate neural spiking activity to behavioral signals during cognitive tasks
An important question in neuroscience is understanding the relationship between high-
dimensional electrophysiological data and complex, dynamic behavioral data. One general …
dimensional electrophysiological data and complex, dynamic behavioral data. One general …
Efficient decoding of multi-dimensional signals from population spiking activity using a Gaussian mixture particle filter
New recording technologies and the potential for closed-loop experiments have led to an
increasing demand for computationally efficient and accurate algorithms to decode …
increasing demand for computationally efficient and accurate algorithms to decode …