publications
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publications [2020/06/21 07:23] admin |
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| Notable achievements: | Notable achievements: | ||
| - | * 1986: Deep Neural Networks were first used for my [[#mphil86|MPhil thesis]] - these had the form o_i = f(\sum_n^i-1 w_ij o_j) and so were very deep having only one unit per layer, yet trained well as they had skip connections stretching back to the input. | + | * 1986: First implementation of Deep Neural Networks ([[https://www.researchgate.net/publication/338188874_Speech_Recognition_with_Associative_Networks|Speech Recognition with Associative Networks.]]) - these had the form o_i = f(\sum_n^i-1 w_ij o_j) and so were very deep having only one unit per layer, yet trained well as they had skip connections stretching back to the input. |
| - | * 1987: Real Time Recurrent Learning was first published in (https://papers.nips.cc/paper/42-static-and-dynamic-error-propagation-networks-with-application-to-speech-coding) and later by | + | * 1987: First publicaiton of Real Time Recurrent Learning ([[https://www.academia.edu/30351853/The_utility_driven_dynamic_error_propagation_network|The utility driven dynamic error propagation network.]] also [[https://papers.nips.cc/paper/42-static-and-dynamic-error-propagation-networks-with-application-to-speech-coding|Static and dynamic error propagation networks with application to speech coding.]]) |
| - | R. J. Williams and D. Zipser. A learning algorithm for continually running fully recurrent neural networks. Neural Computation, | + | |
| - | 1(2):270–280, June 1989. ISSN 0899-7667 and Barak Pearlmutter. | + | |
| Full list: | Full list: | ||
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| * A. J. Robinson and F. Fallside. A dynamic connectionist model for phoneme recognition: Preliminary results. Technical Report CUED/F-INFENG/TR.14, Cambridge University Engineering Department, 1988. | * A. J. Robinson and F. Fallside. A dynamic connectionist model for phoneme recognition: Preliminary results. Technical Report CUED/F-INFENG/TR.14, Cambridge University Engineering Department, 1988. | ||
| * [[https://www.academia.edu/30351853/The_utility_driven_dynamic_error_propagation_network|The utility driven dynamic error propagation network.]] A. J. Robinson and F. Fallside. Technical Report CUED/F-INFENG/TR.1, Cambridge University Engineering Department, 1987. | * [[https://www.academia.edu/30351853/The_utility_driven_dynamic_error_propagation_network|The utility driven dynamic error propagation network.]] A. J. Robinson and F. Fallside. Technical Report CUED/F-INFENG/TR.1, Cambridge University Engineering Department, 1987. | ||
| - | * <html><a name="mphil86"</a></html>[[https://www.researchgate.net/publication/338188874_Speech_Recognition_with_Associative_Networks|Speech Recognition with Associative Networks.]] Tony Robinson, MPhil thesis, Cambridge University Engineering Department, Trumpington Street, Cambridge CB2 1PZ, UK, September 1986. | + | * [[https://www.researchgate.net/publication/338188874_Speech_Recognition_with_Associative_Networks|Speech Recognition with Associative Networks.]] Tony Robinson, MPhil thesis, Cambridge University Engineering Department, Trumpington Street, Cambridge CB2 1PZ, UK, September 1986. |
| IN PROGRESS: Email me if you want a copy of something that doesn't yet have a PDF. | IN PROGRESS: Email me if you want a copy of something that doesn't yet have a PDF. | ||