diff --git a/dataflow_neuro/coders.act b/dataflow_neuro/coders.act
index 5d112a8..82c94b2 100644
--- a/dataflow_neuro/coders.act
+++ b/dataflow_neuro/coders.act
@@ -477,35 +477,35 @@ namespace tmpl {
 		/**
 	   * Neuron handshaking.
 	   * Looks for a rising edge on the neuron req.
-	   * Then performs a 2d handshake out out_y then out_x.
+	   * Then performs a 2d handshake out outy then outx.
 	   */
 		export
-		defproc neuron_hs_2D(a1of1 in; a1of1 out_x; a1of1 out_y; power supply; bool reset_B)	{
+		defproc neuron_hs_2D(a1of1 in; a1of1 outx; a1of1 outy; power supply; bool reset_B)	{
 			bool _reset_BX;
 			BUF_X2 reset_buf(.a = reset_B, .y = _reset_BX, .vdd = supply.vdd, .vss = supply.vss);
 
 			bool _en, _req;
 			
 			A_1C2N_RB_X1 A_ack(.c1 = _en, .n1 = _req, .n2 = in.r, .y = in.a,
-				.sr_B = _reset_BX, .sr_B = _reset_BX, .vss = supply.vss, .vdd = supply.vdd);
+				.pr_B = _reset_BX, .sr_B = _reset_BX, .vss = supply.vss, .vdd = supply.vdd);
 
 			A_1C1P_X1 A_en(.p1 = _req, .c1 = in.a, .y = _en,
 				.vss = supply.vss, .vdd = supply.vdd);
 
 			bool _y_a_B, _x_a_B;
-			INV_X2 inv_x(.a = out_x.a, .y = _x_a_B, .vss = supply.vss, .vdd = supply.vdd);
-			INV_X2 inv_y(.a = out_y.a, .y = _y_a_B, .vss = supply.vss, .vdd = supply.vdd);
+			INV_X2 inv_x(.a = outx.a, .y = _x_a_B, .vss = supply.vss, .vdd = supply.vdd);
+			INV_X2 inv_y(.a = outy.a, .y = _y_a_B, .vss = supply.vss, .vdd = supply.vdd);
 
-			A_2C1P1N_RB_X1 A_req(.p1 = _x_a_B, .c1 = _en, .c2 = _y_a_B, .n1 = in.r,
-				.sr_B = _reset_BX, .sr_B = _reset_BX, .vdd = supply.vdd, .vss = supply.vss);
+			A_2C1P1N_RB_X1 A_req(.p1 = _x_a_B, .c1 = _en, .c2 = _y_a_B, .n1 = in.r, .y = _req,
+				.pr_B = _reset_BX, .sr_B = _reset_BX, .vdd = supply.vdd, .vss = supply.vss);
 
 			// y_req pull up
 			NAND2_X1 nand_y(.a = _y_a_B, .b = _req, .vdd = supply.vdd, .vss = supply.vss);
-			PULLUP_X4 pu_y(.a = nand_y.y, .y = out_y.r, .vdd = supply.vdd, .vss = supply.vss);
+			PULLUP_X4 pu_y(.a = nand_y.y, .y = outy.r, .vdd = supply.vdd, .vss = supply.vss);
 
 			// x_req pull up
-			NAND3_X1 nand_x(.a = _x_a_B, .b = _req, .c = out_y.a, .vdd = supply.vdd, .vss = supply.vss);
-			PULLUP_X4 pu_x(.a = nand_x.y, .y = out_x.r, .vdd = supply.vdd, .vss = supply.vss);
+			NAND3_X1 nand_x(.a = _x_a_B, .b = _req, .c = outy.a, .vdd = supply.vdd, .vss = supply.vss);
+			PULLUP_X4 pu_x(.a = nand_x.y, .y = outx.r, .vdd = supply.vdd, .vss = supply.vss);
 		}
 
 
@@ -513,14 +513,14 @@ namespace tmpl {
 		export
     defproc line_end_pull_down (bool? in; bool? reset_B; power supply; bool! out)
     {
-      bool _out, __out, nor_out;
+      bool _out, __out, nand_out;
       BUF_X1 buf1(.a=in, .y=_out, .vdd=supply.vdd,.vss=supply.vss);
       BUF_X1 buf2(.a=_out, .y=__out, .vdd=supply.vdd,.vss=supply.vss);
       INV_X1 inv(.a = __out, .vdd=supply.vdd,.vss =supply.vss);
 
-      NAND2_X1 aenor(.a=inv.y, .b=reset_B, .y = nor_out, .vdd=supply.vdd,.vss=supply.vss);
+      NAND2_X1 aenor(.a=inv.y, .b=reset_B, .y = nand_out, .vdd=supply.vdd,.vss=supply.vss);
 
-      PULLDOWN_X4 pull_down(.a=nor_out, .y=out);
+      PULLDOWN_X4 pull_down(.a=nand_out, .y=out);
     }
 
 
@@ -529,9 +529,12 @@ namespace tmpl {
 	   * A 2d grid of neuron handshakers.
 	   * Should then slot into the encoder.
 	   * Each neuron has an a1of1 channel (in), which is tripped when a neuron spikes.
+	   * N_dly is number of delay elements to add to line pull down, 
+	   * for the purpose of running ACT sims.
+	   * It should probably be set to 0 though.
 	   */
-		export template<pint Nx, Ny>
-		defproc neuron_hs_2D_array(a1of1 in[Nx*Ny]; a1of1 out_x[Nx], out_y[Ny];
+		export template<pint Nx, Ny, N_dly>
+		defproc nrn_hs_2D_array(a1of1 in[Nx*Ny]; a1of1 outx[Nx], outy[Ny];
 			power supply; bool reset_B) {
 
 			// Make hella signal buffers
@@ -542,6 +545,7 @@ namespace tmpl {
 				rsb[j].supply = supply;
 			)
 
+
 			// Create handshake grid 
 			pint index;
 			neuron_hs_2D neurons[Nx*Ny];
@@ -551,32 +555,63 @@ namespace tmpl {
 					neurons[index].supply = supply;
 					neurons[index].reset_B = rsb[j].out[i];
 					neurons[index].in = in[index];
-					neurons[index].out_x = out_x[i];
-					neurons[index].out_y = out_y[j];
+					neurons[index].outx = outx[i];
+					neurons[index].outy = outy[j];
 				)
 			)
 
-			// Create line req pull downs
+			// Hacks to maybe construct some fifos, ignore.
+			[N_dly >= 1 -> 
+				delay_fifo<N_dly> dly_x[Nx];
+				delay_fifo<N_dly> dly_y[Ny];	
+			]
+			
+			// Create x line req pull downs
 			line_end_pull_down pd_x[Nx];
 			sigbuf<Nx> rsb_pd_x(.in = reset_B, .supply = supply);
 			(i:0..Nx-1:
-				pd_x[i].in = out_x[i].a;
-				pd_x[i].out = out_x[i].r;
+				[ N_dly = 0 ->
+					pd_x[i].in = outx[i].a;
+				[] N_dly >= 1 ->
+					dly_x[i].supply = supply;
+					dly_x[i].in = outx[i].a;
+					pd_x[i].in = dly_x[i].out;
+				]
+				pd_x[i].out = outx[i].r;
 				pd_x[i].reset_B = rsb_pd_x.out[i];
 				pd_x[i].supply = supply;
 			)
 
-			// Create line req pull downs
+			// Create y line req pull downs
 			line_end_pull_down pd_y[Ny];
 			sigbuf<Ny> rsb_pd_y(.in = reset_B, .supply = supply);
 			(j:0..Ny-1:
-				pd_y[j].in = out_y[j].a;
-				pd_y[j].out = out_y[j].r;
+				[ N_dly = 0 ->
+					pd_y[j].in = outy[j].a;
+				[] N_dly >= 1 ->
+					dly_y[j].supply = supply;
+					dly_y[j].in = outy[j].a;
+					pd_y[j].in = dly_y[j].out;
+				]
+				pd_y[j].out = outy[j].r;
 				pd_y[j].reset_B = rsb_pd_y.out[j];
 				pd_y[j].supply = supply;
 			)
 
+			// Add keeps
+			KEEP_X1 keep_x[Nx];
+			(i:Nx:
+				keep_x[i].vdd = supply.vdd;
+				keep_x[i].vss = supply.vss;
+				keep_x[i].y = outx[i].r;
+			)
 
+			KEEP_X1 keep_y[Ny];
+			(j:Ny:
+				keep_y[j].vdd = supply.vdd;
+				keep_y[j].vss = supply.vss;
+				keep_y[j].y = outy[j].r;
+			)
 		}