<PAGE>
 
                                                                     EXHIBIT 24 


                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
22nd day of February, 1996.

                                              /s/ Barney B. Burks, Jr.
                                       -------------------------------------
                                                  BARNEY B. BURKS, JR.
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
20th day of March, 1996.

                                              /s/ Joseph M. Farley
                                       -------------------------------------
                                                  JOSEPH M. FARLEY
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
20th day of March, 1996.

                                              /s/ Rodney C. Gilbert
                                       -------------------------------------
                                                  RODNEY C. GILBERT
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
22nd day of February, 1996.

                                             /s/ Elmer B. Harris
                                       -------------------------------------
                                                 ELMER B. HARRIS
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
26th day of February, 1996.

                                               /s/ Donald E. Hess
                                       -------------------------------------
                                                   DONALD E. HESS
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
24th day of February, 1996.

                                             /s/ Ronald L. Kuehn, Jr.
                                       -------------------------------------
                                                 RONALD L. KUEHN, JR.
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
21st day of February, 1996.

                                              /s/ James R. Malone
                                       -------------------------------------
                                                  JAMES R. MALONE
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
26th day of February, 1996.

                                             /s/ Claude B. Nielsen
                                       -------------------------------------
                                                 CLAUDE B. NIELSEN
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
27th day of February, 1996.

                                           /s/ Z. Cartter Patten, III 
                                       -------------------------------------
                                               Z. CARTTER PATTEN, III
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
22nd day of February, 1996.

                                                /s/ Benjamin F. Payton
                                       -------------------------------------
                                                    BENJAMIN F. PAYTON
<PAGE>
 
                                  DIRECTOR'S 
                               POWER OF ATTORNEY


        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint Stephen
A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them, his true
and lawful attorney-in-fact and agent, for him and in his name, place and stead,
to execute and sign the Annual Report on Form 10-K for the year ended December
31, 1995 to be filed by the Company with the Securities and Exchange Commission,
and, further, to execute and sign any and all amendments to such Form 10-K and
any and all other documents in connection therewith, and to cause any and all
such documents to be filed with the Securities and Exchange Commission, granting
unto said attorney-in-fact and agent, full power and authority to do and perform
each and every act and thing requisite and necessary to be done in and about the
premises, as fully to all intents and purposes as the undersigned might or could
do in person, hereby ratifying and confirming all the acts of said attorney-in-
fact and agent which he may lawfully do in the premises or cause to be done by
virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
26th day of February, 1996.

                                                 /s/ John W. Woods
                                       ---------------------------------------
                                                     JOHN W. WOODS
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY

        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint
Stephen A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them,
his true and lawful attorney-in-fact and agent, for him and in his name, place
and stead, to execute and sign the Annual Report on Form 10-K for the year
ended December 31, 1995 to be filed by the Company with the Securities and
Exchange Commission, and, further, to execute and sign any and all amendments
to such Form 10-K and any and all other documents in connection therewith, and
to cause any and all such documents to be filed with the Securities and
Exchange Commission, granting unto said attorney-in-fact and agent, full power
and authority to do and perform each and every act and thing requisite and
necessary to be done in and about the premises, as fully to all intents and
purposes as the undersigned might or could do in person, hereby ratifying and
confirming all the acts of said attorney-in-fact and agent which he may
lawfully do in the premises or cause to be done by virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereunto set his hand this
21st day of February, 1996.

                                             /s/ Herbert A. Sklenar
                                       -------------------------------------
                                                 HERBERT A. SKLENAR
<PAGE>
 
                                  DIRECTOR'S
                               POWER OF ATTORNEY


        KNOW ALL MEN BY THESE PRESENTS, that the undersigned Director of AmSouth
Bancorporation, a Delaware corporation ("Company"), by his execution hereof or
upon an identical counterpart hereof, does hereby constitute and appoint Stephen
A. Yoder, Carl L. Gorday or William H. Caughran, Jr. and any of them, his true
and lawful attorney-in-fact and agent, for him and in his name, place and stead,
to execute and sign the Annual Report on Form 10-K for the year ended December
31, 1995 to be filed by the Company with the Securities and Exchange Commission,
and, further, to execute and sign any and all amendments to such Form 10-K and
any and all other documents in connection therewith, and to cause any and all
such documents to be filed with the Securities and Exchange Commission, granting
unto said attorney-in-fact and agent, full power and authority to do and perform
each and every act and thing requisite and necessary to be done in and about the
premises, as fully to all intents and purposes as the undersigned might or could
do in person, hereby ratifying and confirming all the acts of said attorney-in-
fact and agent which he may lawfully do in the premises or cause to be done by
virtue hereof.

        IN WITNESS WHEREOF, the undersigned has hereto set his hand this 
26th day of February, 1996.


                                                /s/ J. Harold Chandler
                                               ---------------------------
                                                J. HAROLD CHANDLER