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publications [2019/12/28 14:54]
admin
publications [2019/12/28 14:56]
admin
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 Notable achievements:​ Notable achievements:​
-  * Deep Neural Networks were first used for my [[#MPhil86|1986 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: 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. ​
  
 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.
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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.+  * <​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.