Table 3.

Performance summary (%).

	Task	NA	Peak population				Peak single neurons				Avg single neurons
			PFC	PPC	S1	V1	PFC	PPC	S1	V1	PFC	PPC	S1	V1
Rat 1	82	85	85	92	92	96	85	77	88	88	58	56	60	58
Rat 2	82	93	80	80	100	97	87	77	87	87	58	49	63	62
Rat 3	80	100	100	73	87	96	100	73	87	92	64	54	57	61
Rat 4	74	100	100	98	81	98	98	94	78	88	65	61	54	67
Rat 5	95	92	88	69	85	79	83	71	77	83	55	54	55	57
Rat 6	92	92	90	70	78	94	86	76	80	86	53	57	55	56
Rat 7	79	100	100	84	96	92	98	80	98	88	63	55	60	64

Animal behavioral performance in the task (second column) and peak SVM decoding performance for each region considering the following inputs: (i) NA neurons (third column); (ii) all population neurons (Figure 5); (iii) individual single neurons (Figure S5). Peak single neurons group shows the best decoding performance obtained from a given single unit whilst the average single neurons group displays the average of all single neurons decoding performance.