Horseshoe Chaos in a 3D Neural Network with Different Activation Functions

Table 1

Equilibrium points of (2) as we adjust 𝑝 from −∞ to +∞.

Region of 𝑝	Number of isolated equilibrium points	Stable	Unstable
𝑝≤0.61	1	0	1
0.61<𝑝<0.71	3	2	1
0.71≤𝑝	5	4	1