<commit_before>#ifndef __ESN_NETWORK_NSLI_H__
#define __ESN_NETWORK_NSLI_H__

#include <Eigen/Sparse>
#include <esn/network.h>

namespace ESN {

    struct NetworkParamsNSLI;

    /**
     * Implementation of a network based on non-spiking linear integrator
     * neurons.
     */
    class NetworkNSLI : public Network
    {
    public:
        void Step( float step );

    public:
        NetworkNSLI( const NetworkParamsNSLI & );
        ~NetworkNSLI();

    private:
        NetworkParamsNSLI mParams;
        Eigen::ArrayXf mIn;
        Eigen::SparseMatrix< float > mWIn;
        Eigen::ArrayXf mX;
        Eigen::SparseMatrix< float > mW;
        Eigen::ArrayXf mOut;
        Eigen::SparseMatrix< float > mWOut;
    };

} // namespace ESN

#endif // __ESN_NETWORK_NSLI_H__<commit_msg>esn : NetworkNSLI : represent mIn, mX, mOut as Eigen::VectorXf<commit_after>#ifndef __ESN_NETWORK_NSLI_H__
#define __ESN_NETWORK_NSLI_H__

#include <Eigen/Sparse>
#include <esn/network.h>

namespace ESN {

    struct NetworkParamsNSLI;

    /**
     * Implementation of a network based on non-spiking linear integrator
     * neurons.
     */
    class NetworkNSLI : public Network
    {
    public:
        void Step( float step );

    public:
        NetworkNSLI( const NetworkParamsNSLI & );
        ~NetworkNSLI();

    private:
        NetworkParamsNSLI mParams;
        Eigen::VectorXf mIn;
        Eigen::SparseMatrix< float > mWIn;
        Eigen::VectorXf mX;
        Eigen::SparseMatrix< float > mW;
        Eigen::VectorXf mOut;
        Eigen::SparseMatrix< float > mWOut;
    };

} // namespace ESN

#endif // __ESN_NETWORK_NSLI_H__
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