We had a problem with "negative resistance" since it represented two different types of resistances - "true negative resistance"
https://www.researchgate.net/post/What_is_negative_differential_resistance_How_is_it_implemented_How_does_it_operate_What_is_its_relationship_with_the_true_negative_resistance
and "differential negative resistance"
https://www.researchgate.net/post/What_is_negative_differential_resistance_How_is_it_implemented_How_does_it_operate_What_is_its_relationship_with_the_true_negative_resistance
Now we have a similar problem with "negative impedance" since it represents different things in electronics and electrotechnics...
IN ELECTRONICS, we believe that all natural passive components (resistors, capacitors and inductors) absorbing energy from the input source have "positive impedance" (or simply "impedance"). So, from this viewpoint, the impedances of capacitors and inductors have the same positive signs. Conversely, the artificial electronic circuits - NICs (negative "resistors", negative "capacitors" and negative "inductors"), behaving in an opposite way (adding energy to the input source in the same manner as the according passive components do it), have a true "negative impedance". So, this classification regards to the way of processing energy - "positive impedance" means consuming while "negative impedance" means producing energy; "positive impedance" means "ordinary impedance" while "negative impedance" means something opposite as "inverse impedance", "opposite impedance" or "anti-impedance".
IN ELECTROTECHNICS, they classify the impedance of the reactive elements capacitor and inductor according to their behavior in time when a DC input voltage is applied - "negative impedance" symbolizes an "increasing voltage opposition" while "positive impedance" symbolizes a "decreasing voltage opposition". From this viewpoint, the impedances of capacitors and inductors have opposite signs.
IN ELECTRONICS, BOTH CAPACITORS AND INDUCTORS HAVE POSITIVE IMPEDANCE WHILE IN ELECTROTECHNICS, CAPACITORS HAVE NEGATIVE IMPEDANCE BUT INDUCTORS HAVE POSITIVE IMPEDANCE.
This concept is extremely simple, clear and intuitive if we think in terms of voltages when we apply a constant input voltage to the elementary RC and RL circuit. Then, voltage drops appear across capacitors and inductors; they change in a different (opposite) way through time but both they are voltage drops. Conversely, voltages appear across negative capacitors and inductors; they also change in a different (opposite) way through time but now both they are (electromotive) voltages, not voltage drops.
After these speculations, it is interesting to remember what a negative impedance converter did. What does it convert? Does it make a capacitor behave as an inductor and v.v., an inductor as a capacitor? No, it doesn't. A gyrator can do this magic. A negative impedance converter can make capacitors and inductors behave as sources (negative impedance elements) instead as passive elements having positive impedance:
https://www.researchgate.net/post/What_is_the_basic_idea_behind_the_negative_impedance_converter_How_is_it_implemented_How_does_it_operate_What_does_the_op-amp_do_in_this_circuit
I have presented these speculations in the archived Wikipedia talk page about negative resistance:
https://en.wikipedia.org/wiki/Talk:Negative_resistance/Archive_4#I_nominate_this_page_for_deletion
I have inspired to ask this question by the enthusiastic speculations of Tolga Soyata in the related questions about capacitor and inductor:
https://www.researchgate.net/post/Does_the_current_flow_through_a_capacitor_and_if_so_why?
https://www.researchgate.net/post/How_does_an_INDUCTOR_work_why_is_its_behavior_so_counter-intuitive_compared_to_CAPACITORs?