@ai-on-browser/data-analysis-models
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Data analysis model package without any dependencies
37 lines (36 loc) • 972 B
TypeScript
/**
* Spike encoding layer
*/
export default class SpikeEncodingLayer extends Layer {
/**
* @param {object} config object
* @param {number} config.size Size of spike train
* @param {string} [config.method] Encoding method
* @param {number} [config.max_freq] Max spike frequency
* @param {number} [config.dt] Time resolution
*/
constructor({ size, method, max_freq, dt, ...rest }: {
size: number;
method?: string;
max_freq?: number;
dt?: number;
});
_size: number;
_method: string;
_max_freq: number;
_data_range: number[];
_dt: number;
calc(x: any): Tensor<number> | Matrix<T>;
_i: any;
grad(): any;
toObject(): {
type: string;
size: number;
method: string;
max_freq: number;
dt: number;
};
}
import Layer from './base.js';
import Tensor from '../../../util/tensor.js';
import Matrix from '../../../util/matrix.js';