ModelDB: Models that contain Temporal Coding

Model Concept: Temporal Coding

The concept that neural networks are computing based on the relative timing of spikes. This contrasts with rate coding where the computation relies on the frequency of spikes.

Cold-Temperature Coding with Bursting and Spiking Based on TRP Channel Dynamics in Drosophila Larva Sensory Neurons (Maksymchuk, N., A. Sakurai, D.N. Cox, and G.S. Cymbalyuk, 2023)
Decoding movement trajectory from simulated grid cell population activity (Bush & Burgess 2019)
First-Spike-Based Visual Categorization Using Reward-Modulated STDP (Mozafari et al. 2018)
Multiplexed coding in Purkinje neuron dendrites (Zang and De Schutter 2021)

Top authors for Temporal Coding:

Bush D (1)
Burgess N (1)
Mozafari M (1)
Kheradpisheh SR (1)
Masquelier T (1)
Nowzari-Dalini A (1)
Ganjtabesh M (1)
Zang Y (1)
De Schutter E (1)

Top concepts studied with Temporal Coding:

Activity Patterns (1)
Bursting (1)
Invertebrate (1)
Nociception (1)
Sensory coding (1)
Temperature (1)
Temporal Pattern Generation (1)
Grid cell (1)
Place cell/field (1)
Theta oscillations (1)

Top neurons studied with Temporal Coding:

Abstract integrate-and-fire neuron (1)
Cerebellum Purkinje GABA cell (1)

Top currents studied with Temporal Coding:

I trp (1)
I T low threshold (1)
I Na,p (1)
I h (1)
I Potassium (1)
I Sodium (1)
I p,q (1)
I K,Ca (1)

Top references cited by these models:

Panzeri S, Brunel N, Logothetis NK, Kayser C. (2010). Sensory neural codes using multiplexed temporal scales. Trends in neurosciences. 33 (2)
Hasselmo ME, Bodelón C, Wyble BP. (2002). A proposed function for hippocampal theta rhythm: separate phases of encoding and retrieval enhance reversal of prior learning. Neural computation. 14 (1)
Skaggs WE, McNaughton BL, Wilson MA, Barnes CA. (1996). Theta phase precession in hippocampal neuronal populations and the compression of temporal sequences. Hippocampus. 6 (1)
O'Keefe J, Recce ML. (1993). Phase relationship between hippocampal place units and the EEG theta rhythm. Hippocampus. 3 (1)
Jensen O, Lisman JE. (2000). Position reconstruction from an ensemble of hippocampal place cells: contribution of theta phase coding. Journal of neurophysiology. 83 (1)