{"685585":{"#nid":"685585","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Narasimha Vasishta Kidambi","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EEnergy-Efficient Mixed-Signal CIM Architectures for Solving Integer-Constrained Least Squares Problems: Hardware Realization and Next-Generation Analog CIM Design\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr.\u0026nbsp;Mukhopadhyay, Advisor\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. Datta, Chair\u003C\/p\u003E\u003Cp\u003EDr. Yu\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe objective of the proposed research is to develop energy-efficient mixed-signal compute-in-memory (CIM) architectures for solving integer-constrained least squares (ICLS) problems. The work demonstrates a 65\u202fnm hardware implementation using 8T-SRAM and a stochastic Hopfield Neural Network solver. It further introduces a next-generation analog CIM design with improved DAC, accumulation, and ADC circuits to enhance computational accuracy and energy efficiency.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Energy-Efficient Mixed-Signal CIM Architectures for Solving Integer-Constrained Least Squares Problems: Hardware Realization and Next-Generation Analog CIM Design"}],"uid":"28475","created_gmt":"2025-10-07 21:13:09","changed_gmt":"2025-10-07 21:14:40","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2025-10-09T15:00:00-04:00","event_time_end":"2025-10-09T17:00:00-04:00","event_time_end_last":"2025-10-09T17:00:00-04:00","gmt_time_start":"2025-10-09 19:00:00","gmt_time_end":"2025-10-09 21:00:00","gmt_time_end_last":"2025-10-09 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Room 3126, Klaus ","extras":[],"related_links":[{"url":"https:\/\/gatech.zoom.us\/j\/99850521301","title":"Zoom link"}],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}