Visual IoT: Ultra-Low-Power Processing Architectures and Implications von Vui Seng Chua, Esquivel, Julio Zamora, Paul, Anindya S., Techathamnukool, Thawee, Fajardo, Carlos Flores, Jain, Nilesh, Tickoo, Omesh, Iyer, Ravi

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Post-Training Statistical Calibration for Higher Activation Sparsity von Chua, Vui Seng, Pan, Yujie, Jain, Nilesh

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Post-Training Statistical Calibration for Higher Activation Sparsity von Chua, Vui Seng, Pan, Yujie, Jain, Nilesh

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Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization von Miret, Santiago, Chua, Vui Seng, Marder, Mattias, Phielipp, Mariano, Jain, Nilesh, Majumdar, Somdeb

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SYSTEM AND METHOD FOR PRUNING FILTERS IN DEEP NEURAL NETWORKS von Phielipp, Mariano J, Miret, Santiago, Chua, Vui Seng, Jain, Nilesh

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METHODS AND APPARATUS TO GENERATE OPTIMIZED MODELS FOR INTERNET OF THINGS DEVICES von Paul, Anindya, Mohammad, Fahim, Chua, Vui Seng, Jain, Nilesh

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EFFICIENT SOFTMAX COMPUTATION WITH NO LOSS IN ACCURACY von Budhkar, Prerna, Priya, Jainaveen Sundaram, Srinivasa, Srivatsa Rangachar, Karnik, Tanay, Chua, Vui Seng

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Methods and apparatus to generate optimized models for internet of things devices von Paul, Anindya, Mohammad, Fahim, Chua, Vui Seng, Jain, Nilesh

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SYSTEM AND METHOD FOR PRUNING FILTERS IN DEEP NEURAL NETWORKS von Phielipp, Mariano J, Miret, Santiago, Chua, Vui Seng, Jain, Nilesh

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SYSTEM AND METHOD OF USING NEUROEVOLUTION-ENHANCED MULTI-OBJECTIVE OPTIMIZATION FOR MIXED-PRECISION QUANTIZATION OF DEEP NEURAL NETWORKS von Marder, Mattias, Phielipp, Mariano J, Miret, Santiago, Chua, Vui Seng, Jain, Nilesh, Majumdar, Somdeb

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Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization von Miret, Santiago, Chua, Vui Seng, Marder, Mattias, Phielipp, Mariano, Jain, Nilesh, Majumdar, Somdeb

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SYSTEM AND METHOD OF USING NEUROEVOLUTION-ENHANCED MULTI-OBJECTIVE OPTIMIZATION FOR MIXED-PRECISION QUANTIZATION OF DEEP NEURAL NETWORKS von Marder, Mattias, Phielipp, Mariano J, Miret, Santiago, Chua, Vui Seng, Jain, Nilesh, Majumdar, Somdeb

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METHODS AND APPARATUS TO GENERATE OPTIMIZED MODELS FOR INTERNET OF THINGS DEVICES von Paul, Anindya, Mohammad, Fahim, Chua, Vui Seng, Jain, Nilesh

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METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO OPTIMIZE RESOURCES IN EDGE NETWORKS von LOPEZ MEYER, Paulo, KIM, Sejun, MUNOZ, Juan, Pablo, CHUA, Vui Seng, SALETORE, Vikram, POORNACHANDRAN, Rajesh, TICKOO, Omesh, CORDOURIER MARURI, Hector, IYER, Ravishankar, BHIWANDIWALLA, Anahita, CRUZ VARGAS, Jesus Adan, NURVITADHI, Eriko, ZAMORA ESQUIVEL, Julio, CAMACHO PEREZ, Jose Rodrigo, LACEWELL, Chaunte, AKHAURI, Yash, JAIN, Nilesh

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METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO OPTIMIZE RESOURCES IN EDGE NETWORKS von LOPEZ MEYER, Paulo, KIM, Sejun, MUNOZ, Juan, Pablo, CHUA, Vui Seng, SALETORE, Vikram, POORNACHANDRAN, Rajesh, TICKOO, Omesh, CORDOURIER MARURI, Hector, IYER, Ravishankar, BHIWANDIWALLA, Anahita, CRUZ VARGAS, Jesus Adan, NURVITADHI, Eriko, ZAMORA ESQUIVEL, Julio, CAMACHO PEREZ, Jose Rodrigo, LACEWELL, Chaunte, AKHAURI, Yash, JAIN, Nilesh

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METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO OPTIMIZE RESOURCES IN EDGE NETWORKS von PAULO LOPEZ MEYER, YASH AKHAURI, JUAN PABLO MUNOZ, OMESH TICKOO, JESUS ADAN CRUZ VARGAS, RAJESH POORNACHANDRAN, VUI SENG CHUA, NILESH JAIN, ANAHITA BHIWANDIWALLA, JULIO CESAR ZAMORA ESQUIVEL, CHAUNTE LACEWELL, VIKRAM SALETORE, RAVISHANKAR IYER, ERIKO NURVITADHI, SEJUN KIM, JOSE RODRIGO CAMACHO PEREZ, HECTOR CORDOURIER MARURI

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METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO OPTIMIZE RESOURCES IN EDGE NETWORKS von PAULO LOPEZ MEYER, YASH AKHAURI, JUAN PABLO MUNOZ, OMESH TICKOO, JESUS ADAN CRUZ VARGAS, RAJESH POORNACHANDRAN, VUI SENG CHUA, NILESH JAIN, ANAHITA BHIWANDIWALLA, JULIO CESAR ZAMORA ESQUIVEL, CHAUNTE LACEWELL, VIKRAM SALETORE, RAVISHANKAR IYER, ERIKO NURVITADHI, SEJUN KIM, JOSE RODRIGO CAMACHO PEREZ, HECTOR COURDOURIER MARURI

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METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO OPTIMIZE RESOURCES IN EDGE NETWORKS von LOPEZ MEYER, Paulo, KIM, Sejun, CHUA, Vui Seng, SALETORE, Vikram, POORNACHANDRAN, Rajesh, TICKOO, Omesh, CORDOURIER MARURI, Hector, MUNOZ, Juan, IYER, Ravishankar, BHIWANDIWALLA, Anahita, CRUZ VARGAS, Jesus Adan, NURVITADHI, Eriko, ZAMORA ESQUIVEL, Julio, CAMACHO PEREZ, Jose Rodrigo, LACEWELL, Chaunte, AKHAURI, Yash, JAIN, Nilesh

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Methods, systems, articles of manufacture and apparatus to optimize resources in edge networks von MUNOZ, JUAN PABLO, CAMACHO PEREZ, JOSE RODRIGO, TICKOO, OMESH, AKHAURI, YASH, POORNACHANDRAN, RAJESH, CRUZ VARGAS, JESUS ADAN, CORDOURIER MARURI, HECTOR, NURVITADHI, ERIKO, ZAMORA ESQUIVEL, JULIO, SALETORE, VIKRAM, BHIWANDIWALLA, ANAHITA, JAIN, NILESH, LOPEZ MEYER, PAULO, CHUA, VUI SENG, LACEWELL, CHAUNTE, IYER, RAVISHANKAR, KIM, SE-JUN

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