GB2283605A - Dynamic neural networks - Google Patents
Dynamic neural networksInfo
- Publication number
- GB2283605A GB2283605A GB9500605A GB9500605A GB2283605A GB 2283605 A GB2283605 A GB 2283605A GB 9500605 A GB9500605 A GB 9500605A GB 9500605 A GB9500605 A GB 9500605A GB 2283605 A GB2283605 A GB 2283605A
- Authority
- GB
- United Kingdom
- Prior art keywords
- input
- layer
- sequence
- activation
- output layer
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/049—Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Life Sciences & Earth Sciences (AREA)
- Molecular Biology (AREA)
- Artificial Intelligence (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Image Processing (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
A neural network, specifically for analyzing time-dependent sequences such as spoken utterances, comprises an input layer (I) and an output layer (H). On each of the connections between the input and output layer there is a filter (P). As the sequence to be analyzed is received by the input layer, activation signals are sent via the connections to the output layer. Each filter (P) has a dual role: it will only allow a maximum amount of activation to pass at any one given time, this maximum amount decreasing as the sequence proceeds, and it also determines the maximum cumulative activation that may be passed along the respective connection throughout the entire presentation of the input sequence. Several such networks may be used in parallel, each feeding their outputs to a common top layer (T) which adjudicates between the differing outputs and provides a composite answer. <IMAGE>
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP92306516 | 1992-07-16 | ||
PCT/GB1993/001494 WO1994002907A1 (en) | 1992-07-16 | 1993-07-15 | Dynamic neural networks |
Publications (3)
Publication Number | Publication Date |
---|---|
GB9500605D0 GB9500605D0 (en) | 1995-03-08 |
GB2283605A true GB2283605A (en) | 1995-05-10 |
GB2283605B GB2283605B (en) | 1995-10-25 |
Family
ID=8211434
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
GB9500605A Expired - Fee Related GB2283605B (en) | 1992-07-16 | 1993-07-15 | Dynamic neural networks |
Country Status (3)
Country | Link |
---|---|
AU (1) | AU4578493A (en) |
GB (1) | GB2283605B (en) |
WO (1) | WO1994002907A1 (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2019107612A1 (en) * | 2017-11-30 | 2019-06-06 | 주식회사 시스트란인터내셔널 | Translation method and apparatus therefor |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3250918A (en) * | 1961-08-28 | 1966-05-10 | Rca Corp | Electrical neuron circuits |
-
1993
- 1993-07-15 GB GB9500605A patent/GB2283605B/en not_active Expired - Fee Related
- 1993-07-15 WO PCT/GB1993/001494 patent/WO1994002907A1/en active Application Filing
- 1993-07-15 AU AU45784/93A patent/AU4578493A/en not_active Abandoned
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3250918A (en) * | 1961-08-28 | 1966-05-10 | Rca Corp | Electrical neuron circuits |
Non-Patent Citations (4)
Title |
---|
IEEE International conference on neural networks, vol.1, 24 July 1988, San Diego, USA, pages 689-696 * |
IJCNN 90 International joint conference on neural networks, vol.1,17 June 1990,San Diego,pages 57-62 * |
IJCNN-91 International joint conference on neural networks, vol.2,8 July 1991,Seattle, pages 521-524 * |
Neural networks, vol.4, no.6, 1991, Oxford, GB, pages 701-709 * |
Also Published As
Publication number | Publication date |
---|---|
GB9500605D0 (en) | 1995-03-08 |
WO1994002907A1 (en) | 1994-02-03 |
AU4578493A (en) | 1994-02-14 |
GB2283605B (en) | 1995-10-25 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
PCNP | Patent ceased through non-payment of renewal fee |
Effective date: 19980715 |