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The International Conference on Deep Neural Networks and Optimization Techniques (ICDNNOT-26), scheduled to be held on 24th October 2026 in Chandigarh, India, is organized by the International Network for Research & Innovation (INRI). This conference offers a prestigious platform for researchers, academicians, and industry professionals from diverse disciplines to present their original work, exchange innovative ideas, and engage in scholarly discussions. With a focus on fostering academic excellence and cross-disciplinary collaboration, the event welcomes global participation and provides opportunities for meaningful networking, research visibility, and knowledge sharing in a highly professional environment
The International Conference on Deep Neural Networks and Optimization Techniques (ICDNNOT-26), organized by the International Network for Research & Innovation (INRI), is designed to:
Enable participants to demonstrate original studies, project outcomes, and practical approaches relevant to diverse academic and professional domains.
Bring together experts from various backgrounds to build connections, inspire multidisciplinary thinking, and initiate joint efforts across regions and institutions
Highlight forward-thinking practices, disruptive ideas, and innovative solutions that contribute to academic and technological advancement.
Create opportunities for quality work to gain broader exposure through well-regarded journals and publication channels
Initiate meaningful conversations on existing challenges and future possibilities, supporting knowledge-driven responses to evolving societal and global demands
The International Conference on Deep Neural Networks and Optimization Techniques (ICDNNOT-26), hosted by the International Network for Research & Innovation (INRI), is envisioned as a hub for impactful academic engagement. It strives to:
The International Conference on Deep Neural Networks and Optimization Techniques (ICDNNOT-26) features a diverse range of session tracks covering key research areas, emerging trends and interdisciplinary innovations within the field of Computational Science,Data Science. Each track offers researchers, academicians, industry professionals and practitioners a platform to present their work, exchange ideas and explore the advancements shaping the future of the domain.
This track focuses on the latest innovations in deep neural network designs and their applications in various fields. Researchers are invited to present their findings on novel architectures that enhance performance and efficiency.
This session explores various optimization methods employed in machine learning to improve model accuracy and convergence. Contributions that discuss gradient descent variants and other optimization algorithms are particularly welcome.
This track highlights the theoretical foundations and practical applications of reinforcement learning. Papers that investigate algorithmic advancements and case studies in real-world scenarios are encouraged.
This session addresses the challenges and methodologies associated with predictive analytics in big data contexts. Contributions that demonstrate the integration of deep learning techniques for predictive modeling are sought.
This track emphasizes the role of simulation in computational science, particularly in modeling complex systems. Researchers are invited to share their insights on simulation methodologies and their applications in various domains.
This session focuses on the intersection of data mining and deep learning, exploring how advanced neural networks can enhance data extraction and analysis. Papers that present novel data mining techniques leveraging deep learning are encouraged.
Alongside its academic focus, the conference promotes responsible research, ethical practice and knowledge-driven development by aligning its tracks with the United Nations Sustainable Development Goals.
SDG 4
SDG 8
SDG 9
SDG 11
SDG 12
SDG 13Gain insights from keynote speakers with deep expertise in their fields.
Participate in workshops and tutorials on the latest tools and techniques.
Network with academics, professionals, and innovators across sectors
Showcase your research to a broad and engaged audience.
Compete for awards for best paper and best presentation.
Enhance your knowledge, visibility, and academic profile
Received the Best Paper Presentation Award at IWAHPC-26 (August 16, 2026 | Pune, India) for Epileptic Seizure Detection and Prediction using Machine Learning and Deep Learning
Received the Best Paper Presentation Award at ICP-MR-26 (July 18, 2026 | Virtual) for Parenting Styles and Psychological Resilience in Adolescents: The Role of Self-Esteem and Emotional Regulation
Received the Best Paper Presentation Award at ICRDAS-26 (July 12, 2026 | Visakhapatnam, India) for Rural Tourism for Inclusive Rural Development and Sustainability: An Indian Perspective
Received the Best Paper Presentation Award at ICTODS-26 (July 4, 2026 | Virtual) for Integrating Transit Oriented Development (TOD) Principles with Industrial Mobility: A Case of Industrial Areas in Chhatrapati Sambhajinagar
20th October'2026
10th October'2026
17th October'2026
24th October'2026
Psychology – Educational Science
C3S Business School – Universitat Internacional de Catalunya
School of Pharmacy & Research
People's University Bhopal, India
Audiologist & Speech Therapist
Abhishek Speech & Hearing Centre, Kanpur
Mechanical Engineering
Presidency University, India
Get published in Scopus / Google Scholar-indexed Journal
– Join (ICDNNOT-26).
Selected papers will be considered for publication in Scopus or Google Scholar indexed journals, offering academic recognition.
Dive into the cutting-edge research featured in the proceedings of the INRI conferences. These abstracts represent the forefront of innovation and academic excellence, now available in our Academic Research Library.
Organized by the International Network for Research & Innovation (INRI), ICDNNOT - 26 is guided by the following key goals
The conference offered an excellent platform for encouraging innovative ideas and networking with fellow researchers and professionals.
The conference was exceptionally well-organized, with insightful sessions, distinguished speakers, and excellent opportunities for networking and knowledge sharing.
Conference offered outstanding networking opportunities with fellow researchers alongside highly engaging presentations.
The experience strengthened my commitment to research that drives sustainable and people-centric organisations.
I had a great experience while presenting my research work.
Excellent platform for scientific exchange and collaboration.
The sessions were well-organized, insightful, and filled with meaningful discussions.
An exceptionally well-organized conference that fostered insightful discussions and provided a valuable platform for academic growth and knowledge exchange.
The conference was well-organized and offered insightful sessions on machine learning and data analytics, with strong relevance to computer science applications.
The event was well-coordinated and provided a valuable platform to exchange ideas with researchers from diverse backgrounds.
I particularly appreciated the opportunity to connect with fellow researchers across the globe, which provided valuable perspectives and potential collaborations. Overall, the conference was both enriching and inspiring, and I would highly recommend it to scholars seeking to share their work on an international platform.
The platform was easy to navigate, and the opportunity to engage with other professionals was seamless, even in a virtual setting. Presenting my research at ICET-25 was a highlight of my year. The feedback from the attendees and judges was invaluable, and the overall experience has inspired me to continue my work.
Kudos to the team for their tireless efforts in organizing the conference.
It was a wholesome experience as I presented a paper in my domain area and witnessed other presentations. I got further insights in my specialisation and also got insights in other domains. In future, I look forward to attend and participate in more such events organised by INRI. Thank you very much!!!
I really enjoyed how participants from different parts of the world shared their innovative ideas. The sessions were well-organized and maintained perfectly within the scheduled time.
It was a pleasant experience to present my research at the conference and listen to the work of other scholars.
It provided an excellent platform to present my research and engage with scholars from diverse academic backgrounds.
The session was neatly organised by the team with proper guidance and technical support.
The Conference was both inspiring and academically stimulating.
This Conferences are timely, well-conceived, and well-executed, which is beneficial for many students like me.
Watch select presentations from past INRI conferences, showcasing innovative ideas and valuable insights.
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