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ElBoustaniNetwork

sc_neurocore_engine::neurons::population

Struct ElBoustaniNetwork 

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pub struct ElBoustaniNetwork {
Show 17 fields
    pub r_e: f64,
    pub r_i: f64,
    pub s: f64,
    pub tau_e: f64,
    pub tau_i: f64,
    pub tau_s: f64,
    pub j_ampa: f64,
    pub j_nmda: f64,
    pub j_ei: f64,
    pub j_ie: f64,
    pub j_ii: f64,
    pub gamma: f64,
    pub threshold: f64,
    pub gain_phi: f64,
    pub dt: f64,
    pub r_threshold: f64,
    pub gain: f64,

}
Expand description

El Boustani & Bhatt 2009 — E/I network with NMDA-mediated bistability.

Two-population (E/I) mean-field with separate fast (AMPA) and slow (NMDA) excitatory components. NMDA provides the recurrent excitation needed for working memory persistent activity (bistability).

tau_e * dr_e/dt = -r_e + phi(J_ampar_e + J_nmdas + I - J_eir_i) tau_i * dr_i/dt = -r_i + phi(J_ier_e - J_ii*r_i) tau_s * ds/dt = -s + gamma * r_e * (1 - s)

El Boustani & Bhatt, J Comput Neurosci 26:313, 2009.

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§r_e: f64§r_i: f64§s: f64§tau_e: f64§tau_i: f64§tau_s: f64§j_ampa: f64§j_nmda: f64§j_ei: f64§j_ie: f64§j_ii: f64§gamma: f64§threshold: f64§gain_phi: f64§dt: f64§r_threshold: f64§gain: f64

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impl ElBoustaniNetwork

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pub fn new() -> Self

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fn phi(&self, x: f64) -> f64

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pub fn step(&mut self, current: f64) -> i32

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pub fn reset(&mut self)

Trait Implementations§

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impl Clone for ElBoustaniNetwork

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fn clone(&self) -> ElBoustaniNetwork

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ElBoustaniNetwork

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for ElBoustaniNetwork

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fn default() -> Self

Returns the “default value” for a type. Read more

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impl<T> Any for T
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fn borrow(&self) -> &T

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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fn from(t: T) -> T

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fn into(self) -> U

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type Init = T

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