sc_neurocore_engine/bindings/
stdp_synapse.rs

1// SPDX-License-Identifier: AGPL-3.0-or-later
2// Commercial license available
3// © Concepts 1996–2026 Miroslav Šotek. All rights reserved.
4// © Code 2020–2026 Miroslav Šotek. All rights reserved.
5// ORCID: 0009-0009-3560-0851
6// Contact: www.anulum.li | protoscience@anulum.li
7// SC-NeuroCore — STDP synapse PyO3 binding
8
9//! Python binding for the fixed-point spike-timing-dependent plasticity synapse.
10
11use pyo3::prelude::*;
12
13use crate::synapses;
14
15/// Register the fixed-point STDP synapse with the extension module.
16pub(crate) fn register(module: &Bound<'_, PyModule>) -> PyResult<()> {
17    module.add_class::<StdpSynapse>()?;
18    Ok(())
19}
20
21#[pyclass(
22    name = "StdpSynapse",
23    module = "sc_neurocore_engine.sc_neurocore_engine"
24)]
25pub struct StdpSynapse {
26    inner: synapses::StdpSynapse,
27}
28
29#[pymethods]
30impl StdpSynapse {
31    #[new]
32    #[pyo3(signature = (initial_weight, data_width=16, fraction=8))]
33    fn new(initial_weight: i16, data_width: u32, fraction: u32) -> Self {
34        Self {
35            inner: synapses::StdpSynapse::new(initial_weight, data_width, fraction),
36        }
37    }
38
39    #[allow(clippy::too_many_arguments)]
40    #[pyo3(signature = (pre_spike, post_spike, a_plus=16, a_minus=-16, decay=250, w_min=0, w_max=32767))]
41    fn step(
42        &mut self,
43        pre_spike: bool,
44        post_spike: bool,
45        a_plus: i16,
46        a_minus: i16,
47        decay: i16,
48        w_min: i16,
49        w_max: i16,
50    ) {
51        let params = synapses::StdpParams {
52            a_plus,
53            a_minus,
54            decay,
55            w_min,
56            w_max,
57        };
58        self.inner.step(pre_spike, post_spike, &params);
59    }
60
61    #[getter]
62    fn weight(&self) -> i16 {
63        self.inner.weight
64    }
65
66    #[setter]
67    fn set_weight(&mut self, value: i16) {
68        self.inner.weight = value;
69    }
70}
sc_neurocore_engine/bindings/stdp_synapse.rs

sc_neurocore_engine/bindings/
stdp_synapse.rs
