| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0410327 |
| utime |
20240103182206.3 |
| mtime |
20060210235959.9 |
| ISBN |
3-906454-22-3 |
| title
(primary) (eng) |
Recognition of handwritten numerals by structural probabilistic neural networks |
| publisher |
| place |
Wetaskiwin |
| name |
ICSC |
| pub_time |
2000 |
|
| specification |
|
| serial |
| title
|
Proceedings of the Second ICSC Symposium on Neural Computation |
| page_num |
528-534 |
| editor |
|
| editor |
|
|
| author
(primary) |
| ARLID |
cav_un_auth*0101091 |
| name1 |
Grim |
| name2 |
Jiří |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101182 |
| name1 |
Pudil |
| name2 |
Pavel |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101197 |
| name1 |
Somol |
| name2 |
Petr |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| COSATI |
12B |
| COSATI |
09H |
| COSATI |
06D |
| cas_special |
| project |
| project_id |
IAA2075703 |
| agency |
GA AV |
| country |
CZ |
| ARLID |
cav_un_auth*0218731 |
|
| project |
| project_id |
GA402/97/1242 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0009144 |
|
| project |
| project_id |
VS96063 |
| agency |
MŠMT |
| country |
CZ |
| ARLID |
cav_un_auth*0025066 |
|
| research |
AV0Z1075907 |
| abstract
(eng) |
The well known "beauty defect" of probabilistic neural networks is the biologically unnatural complete interconnection of neurons. Despite of deep reasons of this undesirable property, it can be removed by a special subspace approach without leaving the exact framework of Bayesian decision-making. The structural optimization based on EM algorithm is controlled by an infor- mation criterion. In the present paper the method has been applied to recognize unconstrained handwritten numerals. |
| action |
| ARLID |
cav_un_auth*0212641 |
| name |
NC 2000 |
| place |
Berlin |
| country |
DE |
| dates |
23.05.2000-26.05.2000 |
|
| RIV |
BB |
| department |
RO |
| permalink |
http://hdl.handle.net/11104/0130418 |
| ID_orig |
UTIA-B 20000043 |
| arlyear |
2000 |
| mrcbU10 |
2000 |
| mrcbU10 |
Wetaskiwin ICSC |
| mrcbU12 |
3-906454-22-3 |
| mrcbU63 |
Proceedings of the Second ICSC Symposium on Neural Computation 528 534 |
| mrcbU67 |
Bothe H. 340 |
| mrcbU67 |
Rojas R. 340 |
|