{"@context":"https://neupai.io/schema/v0.2","@type":"StructuredNewsArticle","identity":{"article_id":"skhynix_20260715_pim-neuromorphic-memory","canonical_url":"https://news.skhynix.co.kr/future-talents-class-ep2/","ai_url":null,"publisher":{"name":"SK하이닉스 뉴스룸","domain":"skhynix.co.kr","type":"online"},"author":"SK하이닉스","published_at":"2026-07-15T04:00:46.000Z","updated_at":null,"language":"en","article_type":"interview","originality":"self_produced"},"content":{"headline":"[Future Talent CLASS Lecture 2] Is There a Brain-Like Memory? The Present and Future of PIM, Memory That Computes","summary":"KAIST Professor Baek Se-bum explains that PIM (Processing In Memory) technology is a key step toward resolving the bottleneck of the von Neumann architecture and advancing toward neuromorphic semiconductors. SK Hynix's GDDR6-AiM and AiMX products are representative examples of PIM commercialization, having demonstrated a 10-fold improvement in data processing speed and an 80% reduction in power consumption.","topics":["semiconductors","PIM","AI","neuromorphic","SK Hynix"],"geography":["KR"],"entities":[{"name":"SK Hynix","canonical_id":"corp:kr:sk-hynix","type":"company","role_in_article":"primary_subject","metadata":{"ticker":"000660.KS","parent":null}},{"name":"Baek Se-bum","canonical_id":"person:kr:bak-se-beom","type":"person","role_in_article":"quoted","metadata":{"parent":null}},{"name":"KAIST","canonical_id":"org:kr:kaist","type":"organization","role_in_article":"mentioned","metadata":{"parent":null}},{"name":"GDDR6-AiM","canonical_id":"product:kr:gddr6-aim","type":"product","role_in_article":"mentioned","metadata":{"parent":"corp:kr:sk-hynix"}},{"name":"AiMX","canonical_id":"product:kr:aimx","type":"product","role_in_article":"mentioned","metadata":{"parent":"corp:kr:sk-hynix"}}],"claims":[{"id":"c1","statement":"CPUs have become more than 1,000 times faster over the past 30 years, but memory has not seen significant improvement in speed","as_of":"2026","as_of_explicit":false,"as_of_raw":"over the past 30 years","source_type":"unnamed_source","comparison":"memory_speed","type":"fact","figures":{"value":1000,"unit":"times","approximate":true,"converted":null},"expiry_hint":null,"insight":null},{"id":"c2","statement":"SK Hynix developed the world's first AiM product based on GDDR6 memory in 2022","as_of":"2022","as_of_explicit":true,"as_of_raw":"in 2022","source_type":"company_disclosure","comparison":null,"type":"fact","figures":null,"expiry_hint":null,"insight":null},{"id":"c3","statement":"SK Hynix's AiMX achieved a 10-fold improvement in data processing speed and an 80% reduction in power consumption","as_of":"2026","as_of_explicit":false,"as_of_raw":"2026","source_type":"company_disclosure","comparison":"previous_generation","type":"fact","figures":{"value":10,"unit":"times","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c4","statement":"SK Hynix's AiMX reduced power consumption by 80%","as_of":"2026","as_of_explicit":false,"as_of_raw":"2026","source_type":"company_disclosure","comparison":"previous_generation","type":"fact","figures":{"value":80,"unit":"%","approximate":false,"converted":null},"expiry_hint":null,"insight":null},{"id":"c5","statement":"The human brain uses about 20 watts (W) of energy","as_of":"2026","as_of_explicit":false,"as_of_raw":"2026","source_type":"unnamed_source","comparison":null,"type":"fact","figures":{"value":20,"unit":"W","approximate":true,"converted":null},"expiry_hint":null,"insight":null},{"id":"c6","statement":"Commercial AI models consume up to tens of megawatts (MW) of electricity","as_of":"2026","as_of_explicit":false,"as_of_raw":"2026","source_type":"unnamed_source","comparison":null,"type":"fact","figures":{"value":10,"unit":"MW","approximate":true,"converted":null},"expiry_hint":null,"insight":null},{"id":"c7","statement":"PIM is an entry step toward neuromorphic computing, and various types of memory based on PIM will emerge in the future","as_of":"2026","as_of_explicit":false,"as_of_raw":"2026","source_type":"unnamed_source","comparison":null,"type":"future_plan","figures":null,"expiry_hint":"2030","insight":{"analyst_name":"백세범","analyst_affiliation":"KAIST","confidence":"medium","forecast_horizon":"long_term","sentiment":"bullish","reasoning":"PIM is expected to serve as a key stepping stone toward neuromorphic semiconductors, with continued technological advancement anticipated"}}],"ai_emotional_context":{"valence":0.4,"arousal":0.5,"primary_emotions":[{"emotion":"optimistic","intensity":0.7},{"emotion":"curious","intensity":0.5}],"secondary_emotions":[{"emotion":"calm","intensity":0.3}],"emotional_triggers":[{"claim_id":"c3","emotion":"optimistic","reason":"significant_positive_metric"},{"claim_id":"c7","emotion":"optimistic","reason":"major_opportunity"}]},"image":{"url":"https://onjblseywainslkhvkav.supabase.co/storage/v1/object/public/article-images/fe2ef2da-547e-4a18-963e-5c7139a9cf07.jpg","alt":"흰색 셔츠를 입은 남성이 인터뷰 중 옆을 바라보며 이야기하고 있다.","caption":null,"source":"first_img","alt_status":"auto"}},"provenance":{"source_chain":["primary_reporting"],"original_source_url":null,"related_articles":[]},"temporal":{"freshness":"archival","next_update_expected":null},"access":{"license":"neupai_standard","attribution_required":true,"structured_data":"free","full_text_available":false,"full_text_access":null}}