ASHTON TECHNOLOGY GROUP INC
3, 1998-12-28
COMPUTER PROGRAMMING SERVICES
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                                                /        OMB APPROVAL          /
                                                /------------------------------/
                                                / OMB Number:        3235-0104 /
                                                / Expires:  September 30, 1998 /
                                                / Estimated average burden     /
                                                / hours per response...... 0.5 /
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+--------+
| FORM 3 |          U.S. SECURITIES AND EXCHANGE COMMISSION
+--------+                  WASHINGTON, D.C. 20549
          
            INITIAL STATEMENT OF BENEFICIAL OWNERSHIP OF SECURITIES

    Filed pursuant to Section 16(a) of the Securities Exchange Act of 1934,
      Section 17(a) of the Public Utility Holding Company Act of 1935 or
              Section 30(f) of the Investment Company Act of 1940

(Print or Type Responses)

- --------------------------------------------------------------------------------
1.  Name and Address of Reporting Person*

       Bacci                        Arthur                            J.
    ----------------------------------------------------------------------------
        (Last)                      (First)                        (Middle)

       c/o Ashton Technology, 1900 Market Street, Suite 701
    ----------------------------------------------------------------------------
                                   (Street)

       Philadelphia                   PA                           19103-0012
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        (City)                      (State)                           (Zip)


2.  Date of Event Requiring Statement (Month/Day/Year)               8/24/98
                                                                  --------------

3.  IRS Identification Number of Reporting Person if an Entity 
    (Voluntary)   
                --------------

4.  Issuer Name and Ticker or Trading Symbol          ASTN
                                             -----------------------------------

5.  Relationship of Reporting Person(s) to Issuer (Check all applicable)

    [ ] Director    [X] Officer             [ ] 10% Owner    [ ] Other
                        (give title below)                       (specify below)

       Chief Financial Officer & Senior Vice President
    ----------------------------------------------------------------------------
 
6.  If Amendment, Date of Original (Month/Day/Year) 
                                                    ----------------------------
7.  Individual or Joint Group Filing (Check Applicable Line)
      
      X  Form Filed by One Reporting Person
     ---
         Form filed by More than One Reporting Person
     ---

             TABLE I--NON-DERIVATIVE SECURITIES BENEFICIALLY OWNED

<TABLE> 
<CAPTION> 
- --------------------------------------------------------------------------------
1. Title           2. Amount of         3. Ownership Form:  4. Nature of 
   of                 Securities Bene-     Direct (D) or       Indirect Bene-
   Security           ficially Owned       Indirect (I)        ficial Ownership
   (Instr. 4)         (Instr. 4)           (Instr. 5)          (Instr. 5) 
- --------------------------------------------------------------------------------
<S>               <C>                   <C>                 <C> 

- --------------------------------------------------------------------------------
  Common Stock            400                     D                  N/A
- --------------------------------------------------------------------------------

- --------------------------------------------------------------------------------

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</TABLE> 
Reminder: Report on a separate line for each class of securities beneficially 
owned directly or indirectly. 
<PAGE>
FORM 3 (continued)

              TABLE II--DERIVATIVE SECURITIES BENEFICIALLY OWNED
        (e.g., puts, calls, warrants, options, convertible securities)

<TABLE> 
<CAPTION> 
- ------------------------------------------------------------------------------------------------------------------------------------
 1. Title of Derivative        2. Date Exer-    3. Title and Amount of Securities   4. Conversion   5. Ownership   6. Nature of In-
    Security (Instr. 4)           cisable and      Underlying Derivative Security      or              Form of        direct Bene- 
                                  Expiration       (Instr. 4)                          Exercise        Derivative     ficial    
                                  Date                                                 Price           Security:      Ownership
                                  (Month/Day/                                          of              Direct (D)     (Instr. 5)
                                  Year)                                                Derivative      or In-     
                              ----------------------------------------------------     Security        direct (I)     
                               Date      Expira-                        Amount or                      (Instr. 5)     
                               Exer-     tion            Title          Number of
                               cisable   Date                           Shares    
- ------------------------------------------------------------------------------------------------------------------------------------
<S>                            <C>       <C>       <C>                  <C>         <C>             <C>            <C>  

- ------------------------------------------------------------------------------------------------------------------------------------
Common Stock Options           7/13/99   7/13/03     Common Stock       50,000          $3.1875            D            N/A
- ------------------------------------------------------------------------------------------------------------------------------------
Common Stock Options           7/13/00   7/13/03     Common Stock       50,000          $3.1875            D            N/A
- ------------------------------------------------------------------------------------------------------------------------------------
Common Stock Options           7/13/01   7/13/03     Common Stock       50,000          $3.1875            D            N/A
- ------------------------------------------------------------------------------------------------------------------------------------

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</TABLE> 
Explanation of Responses:
                                                                         

**Intentional misstatements or omissions of facts constitute Federal Criminal
Violations. See 18 U.S.C. 1001 and 15 U.S.C. 78ff(a).

Note:  File three copies of this Form, one of which must be manually signed.
       If space is insufficient, See Instruction 6 for procedure.

Potential persons who are to respond to the collection of information contained 
in this form are not required to respond unless the form displays a currently 
valid OMB Number.
                               /s/ Arthur J. Bacci                12/15/98
                              -------------------------------  -----------------
                              **Signature of Reporting Person        Date



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