altera_devel/src/neural/neuron.sv

// synopsys translate_off
`timescale 1 ps / 1 ps
// synopsys translate_on

/*
             ______     _________
     w[i] =>| MULT |==>|         |
     x[i] =>|______|   |         |
             ______    |         |
   w[i+1] =>| MULT |==>| CASCADE |      _____
   x[i+1] =>|______|   |         | b =>| ADD |
                .      |  ADDER  |====>|_____|==> y
                .      |         |
             ______    |         |
   w[M-1] =>| MULT |==>|         |
   x[M-1] =>|______|   |_________|

*/

module neuron#(parameter K, N=32)(x, y, w, b, ack, stb, right, clk, rst);
    localparam M = 2**K;
    input wire [N-1:0] x [M-1:0];
    input wire [N-1:0] w [M-1:0];
    input wire [N-1:0] b;
    output logic [N-1:0] y;

    input wire clk;
    input wire rst;

    output wire [M-1:0] ack;
    input wire [M-1:0] stb;

    abus_io inner_io0[M-1:0]();
    abus_io inner_io1();
    abus_io right;

    wire [N-1:0] inner_w [M-1:0];
    wire [N-1:0] casc_w;

    genvar i;
    generate
        for(i=0;i<M;i++) begin: gen_mult_layer
            multiplier mult(
                .clk(clk),
                .rst(rst),
                .input_a(x[i]),
                .input_b(w[i]),
                .input_stb(stb[i]),
                .input_ack(ack[i]),
                .output_z(inner_w[i]),
                .output_z_ack(inner_io0[i].ack),
                .output_z_stb(inner_io0[i].stb)
            );
        end
    endgenerate

    adder_casc#(.K(K), .N(N)) adder0(
        .clk(clk),
        .rst(rst),
        .x(inner_w),
        .y(casc_w),
        .left(inner_io0),
        .right(inner_io1)
    );

    adder adder1 (
        .clk(clk),
        .rst(rst),
        .input_a(b),
        .input_b(casc_w),
        .input_stb(inner_io1.stb),
        .input_ack(inner_io1.ack),
        .output_z(y),
        .output_z_ack(right.ack),
        .output_z_stb(right.stb)
    );

endmodule : neuron


module neuron_tb;
    logic clk, rst;

    logic [31:0] x [7:0];
    logic [31:0] w [7:0];
    logic [31:0] b;
    logic [31:0] y;

    logic ack [7:0];
    logic stb [7:0];

    abus_io left[7:0]();
    abus_io right();

    neuron#(.K(3)) neu0(
        .clk(clk),
        .rst(rst),
        .x(x),
        .y(y),
        .w(w),
        .b(b),
        .ack(),
        .stb(),
        .right(right)
    );

    genvar k;
    generate
        for(k=0; k<8; k++) begin : io_mapper
            assign left[k].stb = stb[k];
            assign ack[k] = left[k].ack;
        end
    endgenerate

    initial forever #5 clk = ~clk;
    initial begin
        clk = 0;
        rst = 1;
        foreach(stb[i]) stb[i] = 0;
        right.ack = 0;
        b = 'h3f000000;
        w = {
            'h3fa00000, 'h3fa00000, 'h3fa00000, 'h3fa00000,
            'h3fa00000, 'h3fa00000, 'h3fa00000, 'h3fa00000
        };
        x = {
            // 'h3fa00000, 'h3fa00000, 'h3fa00000, 'h3fa00000,
            // 'h3fa00000, 'h3fa00000, 'h3fa00000, 'h3fa00000
            'h417a0000, 'h40fa0000, 'h41fa0000, 'h427a0000,
            'h407a0000, 'h40780000, 'h40440000, 'h40cc0000
        };
        #10;
        rst = 0;
        foreach(stb[i]) stb[i] = 1;
        #20;
        foreach(stb[i]) stb[i] = 0;
        wait(right.stb == 1);
        right.ack = 1;
        #10
        wait(right.stb == 0);
        right.ack = 0;
    end



endmodule : neuron_tb