Results 41 to 50 of about 11,885,428 (200)

Evolving Long Short-Term Memory Networks [PDF]

, 2020
Machine learning techniques have been massively employed in the last years over a wide variety of applications, especially those based on deep learning, which obtained state-of-the-art results in several research fields. Despite the success, such techniques still suffer from some shortcomings, such as the sensitivity to their hyperparameters, whose ...
Vicente Coelho Lobo Neto, Leandro Aparecido Passos, João Paulo Papa   +2 more
openaire   +2 more sources

Consequences for option pricing of a long memory in volatility [PDF]

, 2001
The economic consequences of a long memory assumption about volatility are documented, by comparing implied volatilities for option prices obtained from short and long memory volatility processes.
Taylor, S J
core   +4 more sources

Linking working memory and long-term memory: A computational model of the learning of new words [PDF]

, 2007
The nonword repetition (NWR) test has been shown to be a good predictor of children’s vocabulary size. NWR performance has been explained using phonological working memory, which is seen as a critical component in the learning of new words.
Julian M. Pine, Pine, J M, Fernand Gobet, Gary Jones, Jones, G, Gobet, F, Pine, JM   +6 more
core   +1 more source

Dependency-based long short term memory network for drug-drug interaction extraction

BMC Bioinformatics, 2017
Background Drug-drug interaction extraction (DDI) needs assistance from automated methods to address the explosively increasing biomedical texts. In recent years, deep neural network based models have been developed to address such needs and they have ...
Wei Wang, Xi Yang, Canqun Yang, Xiaowei Guo, Xiang Zhang, Chengkun Wu   +5 more
doaj   +1 more source

Grid Long Short-Term Memory

, 2015
15 ...
Nal Kalchbrenner, Ivo Danihelka, Alex Graves   +2 more
openaire   +3 more sources

Bidirectional Long-Short Term Memory for Video Description [PDF]

Proceedings of the 24th ACM international conference on Multimedia, 2016
Video captioning has been attracting broad research attention in multimedia community. However, most existing approaches either ignore temporal information among video frames or just employ local contextual temporal knowledge. In this work, we propose a novel video captioning framework, termed as Bidirectional Long-Short Term Memory (BiLSTM), which ...
Bin, Yi, Yang, Yang, Shen, Fumin, Xu, Xing, Shen, Heng Tao   +4 more
openaire   +3 more sources

Generating image descriptions with multidirectional 2D long short‐term memory

IET Computer Vision, 2017
Connecting visual imagery with descriptive language is a challenge for computer vision and machine translation. To approach this problem, the authors propose a novel end‐to‐end model to generate descriptions for images.
Shuohao Li, Jun Zhang, Qiang Guo, Jun Lei, Dan Tu   +4 more
doaj   +1 more source

NMDA receptor plasticity in the perirhinal and prefrontal cortices is crucial for the acquisition of long-term object-in-place associative memory [PDF]

, 2008
A key process for recognition memory is the formation of associations between an object and the place in which it was encountered, a process that has been shown to require the perirhinal (PRH) and medial prefrontal (mPFC) cortices.
Barker, Gareth, Warburton, E Clea
core   +1 more source

CMIP and ATP2C2 Modulate Phonological Short-Term Memory in Language Impairment [PDF]

, 2009
Specific language impairment (SLI) is a common developmental disorder characterized by difficulties in language acquisition despite otherwise normal development and in the absence of any obvious explanatory factors.
Dworzynski, K., Helms, P., Dorothy V.M. Bishop, Helms, Peter J., Newbury, D., Hennessy, E, Addis, Laura, Andrea Everitt, Pickles, A, Seckl, J, Addis, L., Buckingham, Lyn-Louise, Helms, P. J., Anne O'Hare, Bishop, Dorothy V.M., Slonims, V., Emily Simonoff, Silvia Paracchini, Andrew Pickles, Slonims, Vicky, O'Hare, A, Simkin, Z, Simonoff, Emily, Duncan Shaw, Winchester, L, Pickles, A., Kindley, AD, Everitt, A., Vicky Slonims, Seckl, J. R., Bishop, DV, Clark, Ann, Gina Conti-Ramsden, Cohen, W., Buckingham, L., Conti-Ramsden, G., Hilary Cowie, Monaco, Anthony P., Seckl, J., Baird, Gillian, Cowie, Hilary, Newbury, D F, Hennessy, E., Newbury, D. F., Goodyer, Ian M., Baird, G., Katharina Dworzynski, Laura Winchester, Cohen, Wendy, Laura Addis, Buckingham, LL, Kindley, A. D., Hennessy, Elizabeth, Nasir, J., Helms, PJ, Conti-Ramsden, Gina, Bishop, D., Fisher, Simon, Paracchini, S, Goodyer, IM, Dworzynski, KD, Everitt, Andrea, Pickles, Andrew, Clark, A, Jamal Nasir, Jiannis Ragoussis, Shaw, D., Siminoff, E, Newbury, DF, Bolton, Patrick F., Lyn-Louise Buckingham, Paracchini, S., Dianne F. Newbury, Simkin, Zoe, Fisher, S. E., Anthony P. Monaco, Simkin, Z., Goodyer, I. M., Goodyer, I., Buckingham, Lyn Louise, Zoe Simkin, Miller, Laura L., O'Hare, A., Ian M. Goodyer, Ragoussis, J., Clark, A., Miller, L. L., Simonoff, Emily; id_orcid, Ragoussis, Jiannis, Wendy Cohen, Nasir, J, Ann Clark, Miller, LL, Dworzynski, Katharina, Seckl, JR, Monaco, AP, Ragoussis, Ioannis, Seckl, Jonathon R., Simon E. Fisher, Patrick F. Bolton, O'Hare, Anne, Shaw, D, Addis, L, Bishop, D. V. M., Ragoussis, J, Everitt, A, Watson, J, Peter J. Helms, Cowie, H., Cohen, W, Miller, L., Monaco, A., Paracchini, Silvia, Watson, J., Bolton, PF, Newbury, Dianne, Bolton, P. F., Buckingham, L. L., Shaw, Darren, Monaco, Anthony, Bishop, Dorothy V. M., Miller, Laura L, Jocelynne Watson, Dworzynski, K, Kindley, A. David, Kindley, A., A. David Kindley, Laura L. Miller, Baird, G, Fisher, S., Bolton, P., Fisher, SE, Conti-Ramsden, G, Cowie, H, Monaco, A. P., Slonims, V, Nasir, Jamal, Winchester, L., Bishop, DVM, Watson, Jocelynne, Newbury, Dianne F., Simonoff, E, Winchester, Laura, Jonathon R. Seckl, Gillian Baird, Simonoff, E., Fisher, Simon E., Elizabeth Hennessy, Bishop, Dorothy, Shaw, Duncan, Paracchini, Silvia; id_orcid   +150 more
core   +5 more sources

Word length effects in long-term memory [PDF]

, 2006
The word length effect has been a central feature of theorising about immediate memory. The notion that short-term memory traces rapidly decay unless refreshed by rehearsal is based primarily upon the finding that serial recall for short words is better ...
Gerald Tehan, Tolan, Georgina Anne, Georgina Anne Tolan, Tehan, Gerald   +3 more
core   +1 more source