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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. 
  
 +Full list:
   * [[https://​patents.google.com/​patent/​WO2017077330A1/​en|Speech processing system and method.]] T. W. J. Ash and A. J. Robinson. Patent application PCT/​GB2016/​053456. ​ November 2016.   * [[https://​patents.google.com/​patent/​WO2017077330A1/​en|Speech processing system and method.]] T. W. J. Ash and A. J. Robinson. Patent application PCT/​GB2016/​053456. ​ November 2016.
   * [[https://​arxiv.org/​abs/​1502.00512|Scaling Recurrent Neural Network Language Models.]] Will Williams, Niranjani Prasad, David Mrva, Tom Ash and Tony Robinson. ​ In Proc. ICASSP, pages 5391-5395, 2015.   * [[https://​arxiv.org/​abs/​1502.00512|Scaling Recurrent Neural Network Language Models.]] Will Williams, Niranjani Prasad, David Mrva, Tom Ash and Tony Robinson. ​ In Proc. ICASSP, pages 5391-5395, 2015.
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   * [[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.
 +
 +IN PROGRESS: ​ Email me if you want a copy of something that doesn'​t yet have a PDF.