Hybrid Split-Federated Learning for Privacy-Preserving Distributed Intelligence

Authors: Rachamsetty, Meghana, Yella, Santhosh, Rai, Sri Pardhu, Saleti, Sumalatha

Source: 2026 IEEE 5th World Conference on Applied Intelligence and Computing (AIC) Applied Intelligence and Computing (AIC), 2026 IEEE 5th World Conference on. :574-579 Aug, 2026

Relation: 2026 IEEE 5th World Conference on Applied Intelligence and Computing (AIC)

An Area-Efficient CNN Accelerator for Handwritten Digit Recognition on FPGA-Based Edge Systems

Authors: K, Aiswarya, Francis, Bibin, G, Lakshminarayanan, Gopi, Varun P

Source: 2026 30th International Symposium on VLSI Design and Test (VDAT) VLSI Design and Test (VDAT), 2026 30th International Symposium on. :350-355 Aug, 2026

Relation: 2026 30th International Symposium on VLSI Design and Test (VDAT)

A Hardware-Efficient SRAM-Based CNN Accelerator for Edge Image Classification

Authors: PK, Avinash Krishna, S, Ravi

Source: 2026 International Conference on Innovations in Engineering and Technology (ICIET) Innovations in Engineering and Technology (ICIET), 2026 International Conference on. :1-7 Aug, 2026

Relation: 2026 International Conference on Innovations in Engineering and Technology (ICIET)

A Comparative Study of Deep Learning Models on Benchmark Datasets

Authors: Yadav, K.V. Shashank, M, Veda Sri, Utukuru, Sairam

Source: 2026 10th International Conference on Inventive Systems and Control (ICISC) Inventive Systems and Control (ICISC), 2026 10th International Conference on. :2037-2042 Aug, 2026

Relation: 2026 10th International Conference on Inventive Systems and Control (ICISC)

Multilevel Analog Switching in HfO2/TiOx Flexible Memristor for Precision Neuromorphic Computing

Authors: Pal, P., Singh, S., Kumar, S., Prodromakis, T., Wang, Y.

Source: IEEE Transactions on Electron Devices IEEE Trans. Electron Devices Electron Devices, IEEE Transactions on. 73(9):5554-5562 Sep, 2026

A CNN-based Handwritten Script to Digital Text Predictor for Real-Time Character Recognition and Text Digitization

Authors: Vijayakumar, S.D., Arun, M, M.Prakash, G.Brinda, Praveenkumar.C, Prakash, K.Senthil

Source: 2026 International Conference on Intelligent and Sustainable AI Systems (ICOSAAS) Intelligent and Sustainable AI Systems (ICOSAAS), 2026 International Conference on. :1151-1156 Jul, 2026

Relation: 2026 International Conference on Intelligent and Sustainable AI Systems (ICOSAAS)

CUDAnet: A Micro-Footprint, Dependency-Free Deep Learning Engine for Edge-Native GPU Training

Authors: H V, Samartha, R, Chiranth, N, Pavithra

Source: 2026 International Conference on Natural Language Processing and Computer Vision (ICNPCV) Natural Language Processing and Computer Vision (ICNPCV), 2026 International Conference on. :1-7 Jul, 2026

Relation: 2026 International Conference on Natural Language Processing and Computer Vision (ICNPCV)

Optimizing CNN-to-FPGA Conversion with hls4ml: Resource, Latency, and Accuracy Trade-offs for Fashion-MNIST Classification

Authors: Hammouda, Adel, Boussaid, Lotfi, Madani, Mahdi, Bahri, Nejmeddine

Source: 2026 International Conference on Control, Automation and Diagnosis (ICCAD) Control, Automation and Diagnosis (ICCAD), 2026 International Conference on. :1-7 Jul, 2026

Relation: 2026 International Conference on Control, Automation and Diagnosis (ICCAD)

Optimized CNN Accelerator for High-Performance MAC Architecture

Authors: M, A., E, T.S., S, R.

Source: 2026 5th International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE) Distributed Computing and Electrical Circuits and Electronics (ICDCECE), 2026 5th International Conference on. :1-6 Jul, 2026

Relation: 2026 5th International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE)

On-Device Handwritten Digit Classification Implemented Using STM32 Microcontroller

Authors: Mitrovic, Nikola, Veljkovic, Sandra, Marjanovic, Milos, Tasic, Lana, Dordevic, Dunja, Zivanovic, Emilija, Dankovic, Danijel, Peric, Zoran

Source: 2026 61st International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST) Information, Communication and Energy Systems and Technologies (ICEST), 2026 61st International Scientific Conference on. :118-121 Jul, 2026

Relation: 2026 61st International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST)

Comparative Analysis of Fixed-Point and Integer 2-Bit Quantizers in Convolutional Neural Networks: A Study of Post-Training on MNIST

Authors: Peric, Sofija, Peric, Zoran, Dincc, Milan, Vucic, Nikola, Zese, Riccardo, Syed, Rizwan Tariq

Source: 2026 61st International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST) Information, Communication and Energy Systems and Technologies (ICEST), 2026 61st International Scientific Conference on. :223-226 Jul, 2026

Relation: 2026 61st International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST)

ProxSGD: Proximal Gradient Descent for Lightweight CNN Training-An Experimental Bridge from Convex Analysis Education to Intelligent Systems in the Digital-Intelligent Era

Authors: Lin, Peng, Shi, Xiaohong

Source: 2026 7th International Conference on Artificial Intelligence and Electromechanical Automation (AIEA) Artificial Intelligence and Electromechanical Automation (AIEA), 2026 7th International Conference on. :945-948 Jun, 2026

Relation: 2026 7th International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)

Prediction-Stability-Guided Trust Routing for Lightweight Edge Learning Under Adversarial Contamination

Authors: Lazzaro, Alessia, Merenda, Massimo

Source: 2026 11th International Conference on Smart and Sustainable Technologies (SpliTech) Smart and Sustainable Technologies (SpliTech), 2026 11th International Conference on. :1-6 Jun, 2026

Relation: 2026 11th International Conference on Smart and Sustainable Technologies (SpliTech)

An Efficient Handwritten Digit Classification using Artificial Neural Network

Authors: S.Indhumathi, A.Vasuki

Source: 2026 International Conference on Smart Communication and Sustainable Technologies (ICSCST) Smart Communication and Sustainable Technologies (ICSCST), 2026 International Conference on. :382-386 Jun, 2026

Relation: 2026 International Conference on Smart Communication and Sustainable Technologies (ICSCST)

Statistically Validated Hyperparameter Sensitivity Analysis of VGG16 Across Benchmark Image Classification Datasets

Authors: Rajeshwar, Moghekar, Ritu, Moghekar, Kumar, R Dileep, Sreekanth, Nara

Source: 2026 IEEE Global Symposium on Emerging and Communication Technologies (GSEACT) Emerging and Communication Technologies (GSEACT), 2026 IEEE Global Symposium on. :1-7 Jun, 2026

Relation: 2026 IEEE Global Symposium on Emerging and Communication Technologies (GSEACT)

Energy-Efficient Conv1 Accelerator for LeNet CNN with Zero-Skipping

Authors: Srilaxmi, Gunji, Alenoor, Krishna Kumar

Source: 2026 IEEE 18th International Conference on Computational Intelligence and Communication Networks (CICN) Computational Intelligence and Communication Networks (CICN), 2026 IEEE 18th International Conference on. :1-6 Jun, 2026

Relation: 2026 IEEE 18th International Conference on Computational Intelligence and Communication Networks (CICN)

Q-DiGAN: Seam-Aware Patch-Wise Quantum Adversarial Learning for Single-Digit MNIST Synthesis

Authors: Devaki, D., Vaishnavi, J., Shivaprakash, M., Kishore, A., Ramprasaad, G. L.

Source: 2026 International Conference on System, Computation, Automation and Networking (ICSCAN) System, Computation, Automation and Networking (ICSCAN), 2026 International Conference on. :1-4 Jun, 2026

Relation: 2026 International Conference on System, Computation, Automation and Networking (ICSCAN)

Efficient Approximate Convolution with Tunable Error Tolerance for CNNs

Authors: Shashidhar, Vishal, Kumari, Anupam, Paily, Roy P.

Source: 2026 IEEE Guwahati Subsection Conference (GCON) Guwahati Subsection Conference (GCON), 2026 IEEE. :1-8 Jun, 2026

Relation: 2026 IEEE Guwahati Subsection Conference (GCON)

An Educational Framework for Teaching Performance Engineering Using Deep Learning Workloads on CPU-only Clusters

Authors: Suo, Xiaoyuan, Reinhold, Hayden

Source: 2026 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) IPDPSW Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2026 IEEE International. :741-748 May, 2026

Relation: 2026 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

A Comparative Analysis of Convolutional Neural Networks and Spiking Neural Networks for MNIST Handwritten Digit Classification

Authors: Xiang, Jinchao

Source: 2026 7th International Conference on Computer Vision, Image and Deep Learning (CVIDL) Computer Vision, Image and Deep Learning (CVIDL), 2026 7th International Conference on. :679-683 May, 2026

Relation: 2026 7th International Conference on Computer Vision, Image and Deep Learning (CVIDL)